classify-from-features.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "import json\n",
    "import numpy as np\n",
    "from fbpathtrain import VectorizedData\n",
    "import random\n",
    "import re\n",
    "from sklearn.linear_model import LogisticRegression\n",
    "from sklearn.multiclass import OneVsRestClassifier\n",
    "import sys\n",
    "import time\n",
    "import numpy as np\n",
    "from sklearn.feature_extraction import DictVectorizer\n",
    "from sklearn.preprocessing import MultiLabelBinarizer\n",
    "import sys\n",
    "from sklearn import cross_validation\n",
    "\n",
    "from __future__ import print_function"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "def q_to_fdict(q):\n",
    "    fdict = {}\n",
    "    for lat in q['LAT']:\n",
    "        if (lat['type'] != \"WordnetLAT\"):\n",
    "            fdict['lat/' + lat['text'] + '/' + lat['type']] = 1\n",
    "    for sv in q['SV']:\n",
    "        fdict['sv'] = sv\n",
    "    if (len(q['SV']) == 0):\n",
    "        fdict['sv_not_present'] = 1\n",
    "#     print (fdict)\n",
    "    return fdict"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "with open('data/train-data.json', 'r') as f:\n",
    "    fdict = [q_to_fdict(q) for q in json.load(f)]\n",
    "    Xdict = DictVectorizer()\n",
    "    trainX = Xdict.fit_transform(fdict)\n",
    "    \n",
    "with open('data/test-data.json', 'r') as f:\n",
    "    fdict = [q_to_fdict(q) for q in json.load(f)]\n",
    "    testX = Xdict.transform(fdict)\n",
    "   "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.933418928833\n",
      "10 fold cross-validation accuracy:\n",
      "[ 0.81569343  0.77919708  0.80804388  0.79304029  0.80586081  0.76330275\n",
      "  0.78637201  0.79189687  0.79005525  0.79373849]\n",
      "Average over folds\n",
      "0.792720085293\n",
      "Accuracy on test data set\n",
      "0.864\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<function tolist>"
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "with open('data/train-data.tsv', 'r') as f:\n",
    "    trainY = [line.split(\"\\t\")[3].replace(\"\\n\",\"\") for line in f]\n",
    "\n",
    "with open('data/test-data.tsv', 'r') as f:\n",
    "    testY = [line.split(\"\\t\")[3].replace(\"\\n\",\"\") for line in f]\n",
    "\n",
    "\n",
    "cfier = LogisticRegression(solver='lbfgs', multi_class='multinomial')\n",
    "cfier.fit(trainX, trainY)\n",
    "print (cfier.score(trainX, trainY))\n",
    "\n",
    "#Temporary solution: cross validation\n",
    "res = cross_validation.cross_val_score(cfier, trainX, trainY, cv=10)\n",
    "print (\"10 fold cross-validation accuracy:\")\n",
    "print (res)\n",
    "print (\"Average over folds\")\n",
    "print (sum(res) / float(len(res)))\n",
    "print (\"Accuracy on test data set\")\n",
    "print (cfier.score(testX, testY))\n",
    "cfier.coef_.tolist"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {
    "collapsed": false,
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['ABBR:abb', 'ABBR:exp', 'DESC:def', 'DESC:desc', 'DESC:manner', 'DESC:reason', 'ENTY:animal', 'ENTY:body', 'ENTY:color', 'ENTY:cremat', 'ENTY:currency', 'ENTY:dismed', 'ENTY:event', 'ENTY:food', 'ENTY:instru', 'ENTY:lang', 'ENTY:letter', 'ENTY:other', 'ENTY:plant', 'ENTY:product', 'ENTY:religion', 'ENTY:sport', 'ENTY:substance', 'ENTY:symbol', 'ENTY:techmeth', 'ENTY:termeq', 'ENTY:veh', 'ENTY:word', 'HUM:desc', 'HUM:gr', 'HUM:ind', 'HUM:title', 'LOC:city', 'LOC:country', 'LOC:mount', 'LOC:other', 'LOC:state', 'NUM:code', 'NUM:count', 'NUM:date', 'NUM:dist', 'NUM:money', 'NUM:ord', 'NUM:other', 'NUM:perc', 'NUM:period', 'NUM:speed', 'NUM:temp', 'NUM:volsize', 'NUM:weight']\n",
      "1 What county is Modesto , California in ? LOC ['LOC:other'] {'sv_not_present': 1, u'lat/county/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.01499217537559459, -0.032301254744374695, -0.39942679163630201, -0.12227925771202933, -0.040900001267423707, -0.092935926342211914, -0.060236966998420842, -0.0094403111508056751, -0.012066035688006075, -0.057152412175642757, -0.0015467480714375223, -0.031119680385420487, -0.021199659544019516, -0.043751362628900094, -0.0021920203006583886, -0.0083819553300918011, -0.0067336866196679888, -0.096536003081864497, -0.0073971245187363132, -0.021610256321574806, -0.0035276594140202493, -0.022360049328287092, -0.021207069403499222, -0.01340145624286007, -0.012641823232183554, -0.033481550655972574, -0.01412976505562304, -0.015586930374250373, -0.040367616982223409, -0.062629965691291895, -0.26522688036774467, -0.018052634508548934, -0.019384241318204893, -0.018223952712487061, -0.016306822195367346, 1.9311208173511165, -0.015320720088247114, -0.0071094372802067993, -0.027713235350378285, -0.029700299418336087, -0.03297857242185142, -0.035492526129015663, -0.0038644175068674757, -0.046622374022739541, -0.019918425263983373, -0.019451125900572703, -0.007334318388969115, -0.0069055773938686282, -0.011924982161081489, -0.0080567586492512853]]\n",
      "\n",
      "2 Who was Galileo ? HUM ['DESC:def'] {u'lat/galileo/LAT': 1, 'sv_not_present': 1}\n",
      "Class coeficients for LATs and SV:['Not present', [0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678]]\n",
      "\n",
      "7 What is Australia 's national flower ? ENTY ['DESC:def'] {'sv_not_present': 1, u'lat/flower/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.0026476245298279427, -0.0081109330446963064, -0.025601259804236033, -0.04304292927196645, -0.080106846825524367, -0.064713595695646858, -0.022139696869711675, -0.0066425552871393423, -0.0047834317962684022, -0.04399452092589605, -0.0014770478914685992, -0.012547625238685781, -0.019952512483201748, -0.030325471734421364, -0.0030414840078478614, -0.002982299467495288, -0.0029294231764208896, -0.078631808272831935, 0.96547948476579193, -0.012497519025160737, -0.0014215552507093182, -0.011969235534934935, -0.010857279000555177, -0.002125555089484497, -0.012476984452784839, -0.020017167091915072, -0.010727699441917376, -0.0038869921894889477, -0.0022366255690868379, -0.039129009749923588, -0.2371076393436348, -0.0060351087512253562, -0.0094069447625881528, -0.0082950477155172148, -0.0048829922083950287, -0.041990710964951682, -0.0045315571984235452, -0.0020806311417913225, -0.0064939093421035503, -0.016689292937253443, -0.003276490200034891, -0.010411667015882734, -0.0021513854828162978, -0.0075103637593569887, -0.0056710276038255897, -0.0089327580384077811, -0.0021688900862617132, -0.0027247370099472957, -0.0014885638995499292, -0.0026130785845756644]]\n",
      "\n",
      "8 Why does the moon turn orange ? DESC ['HUM:ind'] {'sv': u'turn'}\n",
      "Class coeficients for LATs and SV:[[-0.0087859551973309708, -0.017047678724930095, -0.057612227597626749, -0.084756452238708771, 0.54584815155424105, -0.11708507665740493, 0.1991196152578146, -0.014057968982455907, -0.010150494407528302, -0.086568197654753834, -0.0031710436691313008, -0.026010058906001613, -0.041182056342725343, -0.060966253154731496, -0.0064961143850296331, -0.0063635449247570119, -0.0062513084176885293, -0.14715431998719689, -0.010617559571261708, -0.025979605100160463, -0.0030500440324738552, -0.024946661643373884, -0.022598686142552633, -0.0045346051722722821, -0.3234471793352342, -0.040313966855901745, -0.022467462780338416, -0.0082467283592793841, -0.0047178968851057015, -0.076956615943147913, -0.029695694006451227, -0.012805119632241995, -0.019734238969707357, -0.01743929108039759, -0.010343467684133653, 0.75852295762527322, -0.0096149968388529322, -0.0044503236754366822, -0.013629381729033559, -0.025459371959591363, -0.006909757935170944, -0.021675468889788153, -0.004606967864238168, -0.015635315515556834, -0.011977760375466369, -0.018758341290948482, -0.0046355599135298265, -0.0058207147494430209, -0.0031826951400266415, -0.0055804941182136924]]\n",
      "\n",
      "11 What person 's head is on a dime ? HUM ['HUM:desc'] {'sv_not_present': 1, u'lat/person/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.14219166374450104, 0.010650349181893417, -0.472901063083423, 0.17468458477006835, -0.82328643001818491, 0.86181614206319157, 0.048477949072803179, -0.16042245389720974, -0.15352230678411866, 1.2076669794023585, -0.03538791958299279, -0.35020718196622957, -0.35705326952457545, -0.51761723940613946, -0.080373421852619684, -0.10531379559956622, -0.092713645724973745, 0.48990548911188969, -0.12822463843004919, -0.29898850064528548, -0.049061406213785491, -0.29643654108605866, -0.35887692293994533, -0.12565963007512004, -0.25382177093516101, -0.53854954395563626, -0.23886773996651128, -0.15960686557287115, 4.0425787413162446, -0.1463371801049014, 1.4081200540890801, 1.3514095847824736, -0.24424117352082125, -0.2253721933754714, -0.17710441535142873, -0.3952588552297468, -0.16703547775181979, -0.083421780248903801, -0.2594415966655701, -0.32740443335321029, -0.25354157797258092, -0.32745289334921457, -0.062116333640508406, -0.35760965802028744, -0.20591760856787281, -0.24153094296320418, -0.086355163683361491, -0.091124206821504156, -0.10776958322683201, -0.097190848937799487]]\n",
      "\n",
      "15 What is the life expectancy for crickets ? NUM ['DESC:def'] {'sv_not_present': 1, u'lat/expectancy/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.01991504157883681, -0.042689115085065212, -0.48794292993574645, -0.15764247396397646, -0.053909556148817046, -0.12073221299123033, -0.078951612599441695, -0.012563788788957067, -0.01604300742559344, -0.074975332192614402, -0.0020639981634576945, -0.041139183386564124, -0.028112091355974672, -0.057620881244245713, -0.0029234104007391025, -0.01115754716432784, -0.0089692617731553081, -0.12527923902511687, -0.0098507217715433516, -0.028651525054148159, -0.0047050515072992018, -0.029637592339096658, -0.028119738739014268, -0.017814430483655483, -0.016808206757512874, -0.044231475262175267, -0.018776563963968214, -0.020702014451188015, -0.053219289609134031, -0.082034081567511394, -0.33145229425588263, -0.023957937579200138, -0.025716940836882089, -0.024187442648212328, -0.02165172361133812, -0.17378700295184643, -0.020351841012733862, -0.0094682735597160401, -0.03667149593520521, -0.039276106493484467, -0.04356907444540975, -0.046852236876452499, -0.0051523527449695876, -0.061343627112859248, -0.026421182434293027, 2.6325879182014287, -0.009767277855272186, -0.0091982855054938729, -0.015855538730835266, -0.010725908881235218]]\n",
      "\n",
      "16 What metal has the highest melting point ? ENTY ['DESC:def'] {u'lat/metal/LAT': 1, 'sv_not_present': 1}\n",
      "Class coeficients for LATs and SV:['Not present', [0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678]]\n",
      "\n",
      "27 What imaginary line is halfway between the North and South Poles ? LOC ['DESC:def'] {'sv_not_present': 1, u'lat/line/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.012095561229342397, -0.031161588084431577, -0.23680812124040301, 0.69286520764894111, -0.22888751808190477, -0.18347055472408402, -0.081422050211301958, -0.018713213284814099, -0.015664383408000939, -0.11183668350815415, -0.0040063171408395437, -0.039936005843288075, -0.051751625289141914, 0.74611759006824929, -0.0078065212326671662, -0.010166554359416428, -0.0093820857643233443, 1.038356608251231, -0.014231032174733194, -0.045359923261579685, -0.0046797286229926004, -0.035102413556036459, -0.032466988390011504, -0.01027804664356486, -0.032581489332700699, -0.056476981198836866, -0.029394237722824911, -0.015099010334295488, -0.021684529140324212, -0.14289982385159994, -0.48104866629334414, -0.020894660310315616, -0.037822325660211702, -0.025811914856335501, -0.017592811338260107, -0.13787132777010255, -0.017450194280033447, -0.0076215534749568183, -0.026211767919427153, -0.038851030688504422, -0.020884338695546657, -0.036955585323493793, -0.0064710600424650244, -0.035680123120924591, -0.020785599291296052, -0.027678651403711969, -0.0079119645455998054, -0.0089911840351894479, -0.0082408683790700064, -0.0092007909080224007]]\n",
      "\n",
      "29 What hemisphere is the Philippines in ? LOC ['HUM:gr'] {'sv_not_present': 1, u'lat/organization/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.074683281689683703, 1.940614400901743, -0.32578045096948388, -0.51740443934257552, -0.52382693849558426, -0.55217201980420427, 0.35884427351929876, -0.080322769642274347, -0.076864178298086935, 0.18036239110976998, -0.016933546303575315, -0.18414079687113097, -0.21014609703204418, -0.30671128997196778, -0.030705982152433149, -0.053507391900308308, -0.046013921748145864, -0.079124756971938368, -0.062516372237154227, -0.15363109211993964, -0.023783857987927079, -0.15308754776565386, -0.14335719149424239, -0.063671085030559349, -0.12933824397275584, 0.51672589539822622, -0.13176707987328817, -0.082613328585757664, -0.15175943827519858, 2.2651636469518119, -0.07393934148613264, -0.10452753374951632, -0.12961635394112114, -0.11995671545537963, -0.092445849638049402, 0.036979261431414522, -0.086037659898688473, -0.041365219926610658, 0.6723883952288876, -0.17750933405928035, -0.13495445465935837, -0.18223335712659242, -0.030293896808446959, -0.19895121220380399, -0.1081945010525818, -0.12655568913355378, -0.042797847818156626, -0.045201003730885585, -0.054196041310977862, -0.04843915400610032]]\n",
      "\n",
      "30 What is the average speed of the horses at the Kentucky Derby ? NUM ['DESC:def'] {'sv_not_present': 1, u'lat/speed/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.021407107742062316, -0.045819747308877008, -0.51278428903988682, -0.16804284508368963, -0.057820184157339728, -0.12896713661236051, -0.084545174840228512, -0.013511937044382796, -0.017250059259727647, -0.080307169461458328, -0.0022213330806993802, -0.044160603688948669, -0.030202717450240949, -0.061785929054400272, -0.0031460156632604716, -0.012000722128640454, -0.0096481496407392932, -0.13378605580166808, -0.010595806992463411, -0.030780483276397878, -0.0050630621825946166, -0.031837948359034848, -0.030210155106794371, -0.019151830985466547, -0.018071715773933683, -0.04746987490451221, -0.020185330628998962, -0.022252283402367793, -0.057083305768949009, -0.087829458489315601, -0.35038996802309808, -0.025745406930312052, -0.027634045675039073, -0.025992693877651182, -0.023270863571276081, -0.18509161624860729, -0.021876277106682916, -0.010184427296103095, -0.03937509745954168, -0.042165097992548445, -0.046759995461934593, -0.050272001856953782, -0.0055439130853110249, -0.065760790816560527, -0.028388611911344175, -0.027727471048718318, 2.8225952118089026, -0.0098945870346124638, -0.017047934950043385, -0.011535978533126748]]\n",
      "\n",
      "31 Where are the Rocky Mountains ? LOC ['LOC:other'] {'sv_not_present': 1, u'lat/location/QuestionWordLAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.093595610004080315, -0.33883789862804509, -0.9788742651248995, 1.2228853427232704, -1.2351403234966216, -0.89598818413698578, -0.44703951391562652, 1.3594558418191218, -0.13786902363747836, 0.0047848411678888623, -0.037956051595483646, -0.26899105289888697, -0.31450573244769053, -0.44524124490400985, -0.057618632670808315, -0.07647398481610139, -0.07047212003840779, -0.94079272001634706, -0.10327855472809737, -0.23629136821405694, -0.037833702140244826, -0.23202732833708239, -0.21583627032898314, -0.079623245252083946, -0.23179780435377889, 0.33980542649827455, -0.19649250222460504, -0.11205731838473092, -0.16230259169141958, -0.55432300740969553, -0.85328852562676893, -0.14762749210702322, -0.19363459684249495, -0.18300381735079646, 1.4064920275942254, 5.0969479635014689, -0.12251490031055493, -0.05867587054181804, -0.186661384698872, -0.29712414410548638, -0.15408377384188562, -0.24512299435169341, 1.6768480292495132, 0.45592061070717366, -0.14890675308201373, -0.20543378654359748, -0.062818736914122875, -0.067940786306424361, -0.065205305473268041, -0.069837163767891453]]\n",
      "\n",
      "33 What is the temperature at the center of the earth ? NUM ['DESC:def'] {u'lat/temperature/LAT': 1, 'sv_not_present': 1}\n",
      "Class coeficients for LATs and SV:[[-0.0098030050431251233, -0.023814700715870392, -0.23912438539598155, -0.10489462107239214, -0.1101768236628758, -0.11411356519273347, -0.051991678117792275, -0.011608863128534506, -0.010776106199559913, -0.074717611414960375, -0.0023263984114092109, -0.028042240443871297, -0.031820879455640369, -0.053404552469035999, -0.0043373560602655761, -0.0071122448772499213, -0.0062967624301859156, -0.13200360627969987, -0.0088638798432884927, -0.02361257914437101, -0.0031751969751067578, -0.023375500371666306, -0.021649551235999275, -0.0084997776029187636, -0.019505537574655309, -0.037377713459000837, -0.018247676384878033, -0.011424794509227114, -0.02130226827170913, -0.071717866932222651, -0.26795646538427487, -0.014935796411849535, -0.019201226691933058, -0.01745086924518114, -0.012840935718564747, -0.10894829325734515, -0.012003537393347754, -0.0055421299449852244, -0.019888428912037046, -0.027077293265217395, -0.018901036155804112, -0.027753241411493015, -0.0041278631796315777, -0.029878810180925655, -0.01537069781515805, -0.018712115024903761, -0.0057421440018277066, 1.9251306586151766, -0.0071226770212835687, -0.0065593549231846345], [0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678]]\n",
      "\n",
      "40 Material called linen is made from what plant ? ENTY ['ENTY:termeq'] {'sv': u'called', u'lat/plant/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[-0.097666039602102739, -0.25959923657039863, -0.041869278693423599, -0.85190649958229159, -1.2035076836082517, 0.69782143774824579, 0.69715127653517195, 0.53458657482394922, -0.16581086097868089, 0.24673303223093646, -0.056807823603128776, 0.82167214525190069, 0.44252912020568019, -0.14859432689900687, -0.11112076789283823, -0.10902727790992461, -0.10731823465720396, -1.2040717433062889, -0.17229393803946386, -0.36185386613469239, -0.054792790985547284, 0.12504795674948097, -0.32464955784783495, -0.079769521790012843, 0.28586754197984288, 2.6282197540544301, -0.32228193578359171, -0.13808191602584099, -0.17578263155393073, 0.66251486100430468, -0.12099782905529352, 0.54261666687350019, 0.056230629463284422, -0.10058221832904247, -0.16860620177876345, 0.068626251014561906, -0.15913937007456791, -0.078246271116801949, -0.02683202832523502, -0.35634532564438748, 0.70126637853759821, -0.38148879413963371, -0.080846071483412468, -0.24105820593290123, -0.19156941385720935, -0.27879622796680115, -0.081354899551382032, -0.10048993686658958, -0.057069310247078578, -0.10065559063934156], [-0.017736624770617597, -0.041058248582313654, -0.39388826036973495, -0.1690936007176834, -0.15195668915014945, -0.1934512630869612, -0.083144918107751667, -0.018385267471826578, -0.020114204775053199, -0.13440387826077832, -0.0037010967698870288, -0.045696221177670047, -0.046389237774928989, -0.10041775099898372, -0.0066400485593739829, -0.012191835039517679, -0.010612142593277479, -0.18347686898363075, 3.286249604003761, -0.042385608178634473, -0.0054303470184619302, -0.037149499861626148, -0.20780745270689083, -0.015518766707675258, -0.029154508520323679, -0.057179424510421635, -0.028163783555273877, -0.020068383455188146, -0.040340981929064254, -0.153270751390779, -0.38410499435037637, -0.025308668513190802, -0.031109627053793613, -0.028573341517080023, -0.022135138620288198, -0.16956114228422001, -0.020743275375687133, -0.0096965416743795812, -0.035835199270975601, -0.0467034324069849, -0.035086200379135894, -0.046396132901203375, -0.0068383388096020089, -0.053213023488945008, -0.02651737712519606, -0.030535760582233805, -0.010034061936595375, -0.010467730930038877, -0.013219460910377704, -0.011342490848980348]]\n",
      "\n",
      "44 What is the proper name for a female walrus ? ENTY ['DESC:def'] {'sv_not_present': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678]]\n",
      "\n",
      "45 What is a group of turkeys called ? ENTY ['ENTY:termeq'] {'sv': u'called'}\n",
      "Class coeficients for LATs and SV:[[-0.097666039602102739, -0.25959923657039863, -0.041869278693423599, -0.85190649958229159, -1.2035076836082517, 0.69782143774824579, 0.69715127653517195, 0.53458657482394922, -0.16581086097868089, 0.24673303223093646, -0.056807823603128776, 0.82167214525190069, 0.44252912020568019, -0.14859432689900687, -0.11112076789283823, -0.10902727790992461, -0.10731823465720396, -1.2040717433062889, -0.17229393803946386, -0.36185386613469239, -0.054792790985547284, 0.12504795674948097, -0.32464955784783495, -0.079769521790012843, 0.28586754197984288, 2.6282197540544301, -0.32228193578359171, -0.13808191602584099, -0.17578263155393073, 0.66251486100430468, -0.12099782905529352, 0.54261666687350019, 0.056230629463284422, -0.10058221832904247, -0.16860620177876345, 0.068626251014561906, -0.15913937007456791, -0.078246271116801949, -0.02683202832523502, -0.35634532564438748, 0.70126637853759821, -0.38148879413963371, -0.080846071483412468, -0.24105820593290123, -0.19156941385720935, -0.27879622796680115, -0.081354899551382032, -0.10048993686658958, -0.057069310247078578, -0.10065559063934156]]\n",
      "\n",
      "54 What is done with worn or outdated flags ? DESC ['HUM:ind'] {'sv': u'worn'}\n",
      "Class coeficients for LATs and SV:['Not present']\n",
      "\n",
      "58 Where is Milan ? LOC ['LOC:other'] {'sv_not_present': 1, u'lat/location/QuestionWordLAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.093595610004080315, -0.33883789862804509, -0.9788742651248995, 1.2228853427232704, -1.2351403234966216, -0.89598818413698578, -0.44703951391562652, 1.3594558418191218, -0.13786902363747836, 0.0047848411678888623, -0.037956051595483646, -0.26899105289888697, -0.31450573244769053, -0.44524124490400985, -0.057618632670808315, -0.07647398481610139, -0.07047212003840779, -0.94079272001634706, -0.10327855472809737, -0.23629136821405694, -0.037833702140244826, -0.23202732833708239, -0.21583627032898314, -0.079623245252083946, -0.23179780435377889, 0.33980542649827455, -0.19649250222460504, -0.11205731838473092, -0.16230259169141958, -0.55432300740969553, -0.85328852562676893, -0.14762749210702322, -0.19363459684249495, -0.18300381735079646, 1.4064920275942254, 5.0969479635014689, -0.12251490031055493, -0.05867587054181804, -0.186661384698872, -0.29712414410548638, -0.15408377384188562, -0.24512299435169341, 1.6768480292495132, 0.45592061070717366, -0.14890675308201373, -0.20543378654359748, -0.062818736914122875, -0.067940786306424361, -0.065205305473268041, -0.069837163767891453]]\n",
      "\n",
      "59 What is the speed hummingbirds fly ? NUM ['DESC:def'] {'sv_not_present': 1, u'lat/fly/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], 'Not present']\n",
      "\n",
      "61 What was W.C. Fields ' real name ? HUM ['DESC:def'] {'sv_not_present': 1, u'lat/fields/LAT': 1, u'lat/field/ImplicitQLAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], 'Not present', 'Not present']\n",
      "\n",
      "71 How much was a ticket for the Titanic ? NUM ['NUM:count'] {u'lat/amount/QuestionWordLAT': 1, 'sv_not_present': 1}\n",
      "Class coeficients for LATs and SV:[[-0.093925110104094267, -0.21284220458498393, -1.004765940050582, -0.68957785160644747, -0.83327895294646792, -0.80988614210691467, -0.44210876197648785, -0.1292718680247664, -0.11545435326209422, -0.59861668272224877, -0.033526967039373155, -0.26313661089564788, -0.31736555191142052, -0.48265081156058032, -0.059279821153272697, -0.077161993864674372, -0.069470208447899515, -0.86026516342072679, -0.10324320415901823, -0.24052708399354078, -0.035917190629522838, -0.23918041919124555, -0.26915906582953542, -0.080839346560139788, -0.2282241037521662, -0.37035597147845306, -0.19879393804222031, -0.11337279300483014, -0.1686927152686811, -0.58113514769539887, -1.2987485157076621, -0.14812953018181169, -0.19402757429974013, -0.17736175558140743, -0.12771177050896451, -0.71402386387255312, -0.11999711191012313, -0.060870298574323224, 7.2872951518033542, -0.26996572607909936, -0.15896738763976115, 4.1701177859275766, -0.04811420139191027, -0.25103962446603217, -0.152569085630165, -0.20247335738551483, -0.061843018068560712, -0.067147228226469513, -0.066672694148510944, 2.3842757812251145], [0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678]]\n",
      "\n",
      "76 What type of currency is used in Australia ? ENTY ['ENTY:other'] {u'lat/type/LAT': 1, 'sv': u'used'}\n",
      "Class coeficients for LATs and SV:[[-0.055672822421249886, -0.11549611543832193, -0.73382255199344304, 0.24288747657541132, 0.13492993196120573, -0.63666499908330931, 1.0395905828655412, -0.061401315202017463, -0.068574444615238164, -0.32286078336130758, 0.8633426498892508, -0.17157740136582578, -0.15992430433777624, 1.0585595377796264, -0.02461319937077525, -0.037753155341280133, -0.033857610497399389, 0.7605334285527714, -0.047537717326457063, -0.12774266221077699, -0.017347393885507007, 1.370173394589594, -0.11444568354873874, -0.043418275524089861, -0.18220771955510581, -0.16873178536303224, 0.73069567996954166, -0.060809977830462825, -0.10069444271055863, -0.35867690015358672, -0.80447854976697319, -0.075913730260355208, -0.097419736006928076, -0.088264451763666929, -0.065696785700604735, -0.4029680456574159, -0.061673932711165752, -0.029428828737106002, -0.1002036852124802, -0.13088965214145271, -0.091216080758604032, -0.13962203452331495, -0.02272527961240832, -0.14003168686153067, -0.077603980469362857, -0.094221736125491007, -0.030473408413025413, -0.032979802150536704, -0.036300582004691016, -0.034769432169564705], [0.8120636748837804, -0.2022509166396301, -0.47242554994767133, -0.61938648705870336, -0.50541755619786999, -0.37066923356352582, -0.62102136159199917, -0.17711370599516543, 0.90148602535119471, -0.18465985565551171, 2.8635582730471989, 0.99094860180544797, -0.067607458195198561, -0.091055362044585822, -0.0913520589846534, -0.084540217649043167, -0.083288290533321416, 0.38594919571047981, -0.15264218894847695, 0.3014712550254306, -0.042281823298574932, -0.36222530500110728, 0.16880261096848384, -0.061437560102989092, 1.6875940041693769, -0.73936592050597172, 0.37913803768809423, 0.23371410072241308, -0.063197999540541464, 0.4879841435841204, -1.1926876677560578, -0.16085229011657876, -0.1583830509736662, -0.21994685702451561, -0.13518964171468961, -1.1758905732213543, -0.12294988641515794, -0.060465956413879272, 0.039251149425088824, -0.28149301027468371, -0.090538633945247915, 0.2242505639883989, -0.06531003781328866, -0.18838650445430727, -0.14930889841820383, -0.21950684075764601, -0.062892904453684784, -0.077903616409602236, -0.04384298413337645, -0.07872343061902537]]\n",
      "\n",
      "78 How much does the human adult female brain weigh ? NUM ['NUM:count'] {u'lat/amount/QuestionWordLAT': 1, 'sv': u'weigh'}\n",
      "Class coeficients for LATs and SV:[[-0.093925110104094267, -0.21284220458498393, -1.004765940050582, -0.68957785160644747, -0.83327895294646792, -0.80988614210691467, -0.44210876197648785, -0.1292718680247664, -0.11545435326209422, -0.59861668272224877, -0.033526967039373155, -0.26313661089564788, -0.31736555191142052, -0.48265081156058032, -0.059279821153272697, -0.077161993864674372, -0.069470208447899515, -0.86026516342072679, -0.10324320415901823, -0.24052708399354078, -0.035917190629522838, -0.23918041919124555, -0.26915906582953542, -0.080839346560139788, -0.2282241037521662, -0.37035597147845306, -0.19879393804222031, -0.11337279300483014, -0.1686927152686811, -0.58113514769539887, -1.2987485157076621, -0.14812953018181169, -0.19402757429974013, -0.17736175558140743, -0.12771177050896451, -0.71402386387255312, -0.11999711191012313, -0.060870298574323224, 7.2872951518033542, -0.26996572607909936, -0.15896738763976115, 4.1701177859275766, -0.04811420139191027, -0.25103962446603217, -0.152569085630165, -0.20247335738551483, -0.061843018068560712, -0.067147228226469513, -0.066672694148510944, 2.3842757812251145], [-0.0064924776918520643, -0.019415726773161897, -0.053439566678730101, -0.096618123680686924, -0.17357707604162517, -0.13999200475866355, -0.050367253470961576, -0.016150830992006555, -0.011668590809066908, -0.097689073184210704, -0.003678753150619894, -0.029578635890496353, -0.046831445174080465, -0.068555080163654053, -0.0075246715856604517, -0.0073435171037855677, -0.0072280580312787581, -0.17022188355991022, -0.012220327132543802, -0.029619461274512676, -0.003538361545918166, -0.028372143201602702, -0.02561321874807769, -0.0052289580795819848, -0.029654631422433249, -0.046302947441278379, -0.025664871318703129, -0.0094865511176082627, -0.0053832415202040651, -0.08703432644656095, -0.27591765072109653, -0.014679461738207009, -0.022516807497934842, -0.019923337610115482, -0.011875567220890082, -0.09175756468353706, -0.011038211703861675, -0.0051448211897576765, -1.5012300367370153, -0.028862693293766079, -0.0079079759792956422, -0.35324329447207131, -0.0053379018946103241, -0.017747392659157982, -0.013710044671672722, -0.021345200876832837, -0.0053617641455276878, -0.0067271468370554812, -0.0036754213161118952, 3.732494103237995]]\n",
      "\n",
      "85 Why is a ladybug helpful ? DESC ['DESC:def'] {'sv_not_present': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678]]\n",
      "\n",
      "87 Who was the first female United States Representative ? HUM ['DESC:def'] {'sv_not_present': 1, u'lat/representative/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], 'Not present']\n",
      "\n",
      "92 What is the temperature of the sun 's surface ? NUM ['DESC:def'] {u'lat/temperature/LAT': 1, 'sv_not_present': 1}\n",
      "Class coeficients for LATs and SV:[[-0.0098030050431251233, -0.023814700715870392, -0.23912438539598155, -0.10489462107239214, -0.1101768236628758, -0.11411356519273347, -0.051991678117792275, -0.011608863128534506, -0.010776106199559913, -0.074717611414960375, -0.0023263984114092109, -0.028042240443871297, -0.031820879455640369, -0.053404552469035999, -0.0043373560602655761, -0.0071122448772499213, -0.0062967624301859156, -0.13200360627969987, -0.0088638798432884927, -0.02361257914437101, -0.0031751969751067578, -0.023375500371666306, -0.021649551235999275, -0.0084997776029187636, -0.019505537574655309, -0.037377713459000837, -0.018247676384878033, -0.011424794509227114, -0.02130226827170913, -0.071717866932222651, -0.26795646538427487, -0.014935796411849535, -0.019201226691933058, -0.01745086924518114, -0.012840935718564747, -0.10894829325734515, -0.012003537393347754, -0.0055421299449852244, -0.019888428912037046, -0.027077293265217395, -0.018901036155804112, -0.027753241411493015, -0.0041278631796315777, -0.029878810180925655, -0.01537069781515805, -0.018712115024903761, -0.0057421440018277066, 1.9251306586151766, -0.0071226770212835687, -0.0065593549231846345], [0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678]]\n",
      "\n",
      "99 What is the longest major league baseball-winning streak ? ENTY ['HUM:ind'] {u'lat/streak/LAT': 1, 'sv': u'baseball-winning'}\n",
      "Class coeficients for LATs and SV:['Not present', 'Not present']\n",
      "\n",
      "103 Who is Duke Ellington ? HUM ['DESC:def'] {'sv_not_present': 1, u'lat/ellington/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], 'Not present']\n",
      "\n",
      "104 What county is Phoenix , AZ in ? LOC ['LOC:other'] {'sv_not_present': 1, u'lat/county/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.01499217537559459, -0.032301254744374695, -0.39942679163630201, -0.12227925771202933, -0.040900001267423707, -0.092935926342211914, -0.060236966998420842, -0.0094403111508056751, -0.012066035688006075, -0.057152412175642757, -0.0015467480714375223, -0.031119680385420487, -0.021199659544019516, -0.043751362628900094, -0.0021920203006583886, -0.0083819553300918011, -0.0067336866196679888, -0.096536003081864497, -0.0073971245187363132, -0.021610256321574806, -0.0035276594140202493, -0.022360049328287092, -0.021207069403499222, -0.01340145624286007, -0.012641823232183554, -0.033481550655972574, -0.01412976505562304, -0.015586930374250373, -0.040367616982223409, -0.062629965691291895, -0.26522688036774467, -0.018052634508548934, -0.019384241318204893, -0.018223952712487061, -0.016306822195367346, 1.9311208173511165, -0.015320720088247114, -0.0071094372802067993, -0.027713235350378285, -0.029700299418336087, -0.03297857242185142, -0.035492526129015663, -0.0038644175068674757, -0.046622374022739541, -0.019918425263983373, -0.019451125900572703, -0.007334318388969115, -0.0069055773938686282, -0.011924982161081489, -0.0080567586492512853]]\n",
      "\n",
      "106 The sun 's core , what is the temperature ? NUM ['DESC:def'] {'sv_not_present': 1, u'lat/core/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], 'Not present']\n",
      "\n",
      "109 What is the highest dam in the U.S. ? LOC ['DESC:def'] {'sv_not_present': 1, u'lat/dam/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], 'Not present']\n",
      "\n",
      "112 What is the length of the coastline of the state of Alaska ? NUM ['DESC:def'] {'sv_not_present': 1, u'lat/length/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.013728942683621063, -0.029632500424933133, -0.37497061458518521, -0.11300539243070422, -0.037548234408517796, -0.085690453950473519, -0.055392707578328065, -0.0086413492126798108, -0.011047096559947983, -0.052542883698232554, -0.0014149057450844264, -0.028545165203341924, -0.019428382385780939, -0.040176134500440608, -0.0020047039505747396, -0.0076709673803435421, -0.0061620245899876276, -0.089036832555225334, -0.0067695278638050891, -0.019804598524142614, -0.0032281702311514455, -0.020492774561855966, -0.019433941427082796, -0.012272549219710148, -0.011576083240454449, -0.030717794430037845, -0.012939622050536387, -0.014275304031919553, -0.037058452352410051, -0.057605652760713881, -0.24736516208037213, -0.016536793412728391, -0.017760987596239227, -0.016696480432414031, -0.01493445625851518, -0.12509835494179652, -0.01403225199757633, -0.0065058148311815407, 0.93364708956795872, -0.027237087389999363, 0.92165046947957707, -0.032565821350448561, -0.003535487745998133, -0.042821388055721908, -0.01825069360461648, -0.0178217062313746, -0.0067119511382154563, -0.0063198770572647292, -0.010916649830137064, -0.0073728325557150965]]\n",
      "\n",
      "114 What is Hawaii 's state flower ? ENTY ['DESC:def'] {'sv_not_present': 1, u'lat/flower/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.0026476245298279427, -0.0081109330446963064, -0.025601259804236033, -0.04304292927196645, -0.080106846825524367, -0.064713595695646858, -0.022139696869711675, -0.0066425552871393423, -0.0047834317962684022, -0.04399452092589605, -0.0014770478914685992, -0.012547625238685781, -0.019952512483201748, -0.030325471734421364, -0.0030414840078478614, -0.002982299467495288, -0.0029294231764208896, -0.078631808272831935, 0.96547948476579193, -0.012497519025160737, -0.0014215552507093182, -0.011969235534934935, -0.010857279000555177, -0.002125555089484497, -0.012476984452784839, -0.020017167091915072, -0.010727699441917376, -0.0038869921894889477, -0.0022366255690868379, -0.039129009749923588, -0.2371076393436348, -0.0060351087512253562, -0.0094069447625881528, -0.0082950477155172148, -0.0048829922083950287, -0.041990710964951682, -0.0045315571984235452, -0.0020806311417913225, -0.0064939093421035503, -0.016689292937253443, -0.003276490200034891, -0.010411667015882734, -0.0021513854828162978, -0.0075103637593569887, -0.0056710276038255897, -0.0089327580384077811, -0.0021688900862617132, -0.0027247370099472957, -0.0014885638995499292, -0.0026130785845756644]]\n",
      "\n",
      "117 What mineral helps prevent osteoporosis ? ENTY ['HUM:ind'] {u'lat/mineral/LAT': 1, 'sv': u'helps'}\n",
      "Class coeficients for LATs and SV:[[-0.0016071952571819338, -0.004868583294415669, -0.015672387216577266, -0.026557526795484513, 0.47802993781401404, -0.038644923387735938, -0.013384875030030503, -0.0040480074954345625, -0.0029196397966217867, -0.026315715452997702, -0.00090354518742187919, -0.0076199938158665039, -0.012128530408146302, -0.0182361672329691, -0.0018584592741042703, -0.0018230309071339788, -0.0017901167884498952, -0.042913426714634453, -0.003047413417345787, -0.0075875789926028092, -0.00086967799007343894, -0.0070665175434721722, -0.016214044966632347, -0.001299998252613759, -0.0075728598470845721, -0.012130822273905667, -0.0065193006531512479, -0.0023743280672833787, -0.0013684067777278775, -0.023456874322840243, -0.080338614254795299, -0.0036986866502081083, -0.0057230611721017597, -0.0050499861590603068, -0.0029800778524094336, -0.025367849627013193, -0.0027671510176664545, -0.0012724218519549059, -0.0039589926468646978, -0.007449277766896076, -0.0020025614572904723, -0.0063324042311147357, -0.0013153474822684274, -0.0045775355072730749, -0.0034594654255411961, -0.0054364665510773496, -0.0013262780157157416, -0.0016652925287236713, -0.00091112631531912287, -0.0015973941407803026], 'Not present']\n",
      "\n",
      "121 What is the diameter of a golf ball ? NUM ['DESC:def'] {'sv_not_present': 1, u'lat/diameter/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], 'Not present']\n",
      "\n",
      "124 What is the earth 's diameter ? NUM ['DESC:def'] {'sv_not_present': 1, u'lat/diameter/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], 'Not present']\n",
      "\n",
      "126 How wide is the Milky Way galaxy ? NUM ['DESC:def'] {'sv_not_present': 1, u'lat/wide/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.0065998733910744116, -0.014358617338306442, -0.21095878955105712, -0.057021457445096201, -0.018267839349295139, -0.042673867456859631, -0.027188190128584609, -0.0041432823398645504, -0.0053034133854751326, -0.025753375735886548, -0.00067590309713954798, -0.013825255037288996, -0.0093661948842553733, -0.019571066046372248, -0.00095797519154654427, -0.0036762718068514898, -0.0029507760924694813, -0.044418435331877233, -0.0032427258584951176, -0.0095496364286870462, -0.0015434877938229868, -0.0098850497626871477, -0.0093692684248142862, -0.0058951943411904876, -0.0055585935857573165, -0.014892940713537228, -0.0062177365852807811, -0.0068643560429981088, -0.01802381294260836, -0.028304647052699059, -0.13242942855530759, -0.0079611348670924949, -0.0085556200605861679, -0.0080384928079413869, -0.0071839678801343693, -0.063482493271916587, -0.0067466266791644672, -0.0031159778223387022, -0.012288462924611268, -0.013183337509516184, 0.96082295500684289, -0.015805658366009313, -0.0016907492107370115, -0.020889344503063102, -0.0087935037961314588, -0.0085851198503171782, -0.0032150481707502901, -0.0030265708384667489, -0.0052404794759584369, -0.0035329052749216937]]\n",
      "\n",
      "129 What is the gestation period for a cat ? NUM ['DESC:def'] {u'lat/period/LAT': 1, 'sv_not_present': 1}\n",
      "Class coeficients for LATs and SV:[[-0.0088255218678602032, -0.020109523712355207, -0.22809353768880133, -0.076504307744035563, -0.045757724042639503, -0.066764414528309279, -0.076416555161467184, -0.0087354920283185655, -0.0088433067488695571, -0.089637877843243605, -0.0018178808625077347, -0.028896940250361793, 0.92424631246773359, -0.047888352232923551, -0.003196958590059279, -0.009172140719462589, -0.0052033059680132096, -0.12297041104810613, -0.0068254149357499265, -0.017057090472536757, -0.0026864796635285688, -0.017456554301466243, -0.016402261563748091, -0.0077338891270198242, -0.019653606599307424, -0.032057857783442445, -0.041153315633743519, -0.0098950256772961306, -0.0204299528466238, -0.13022177310215052, -0.39682503820558052, -0.012356065677858481, -0.014749478730716288, -0.014557590651173914, -0.013190138335105624, -0.10437600889838414, -0.010188492288796135, -0.0047962754703208699, -0.017112053403523099, -0.021008262843227238, -0.017654819820157552, -0.022833350680984361, -0.0033566196829918822, -0.026610281915593743, -0.013008504125635379, 0.96109078333724307, -0.0049615782319035965, -0.0051458477016406001, -0.0066014838752754806, -0.00559773252215808], [0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678]]\n",
      "\n",
      "133 What was the first satellite to go into space ? ENTY ['DESC:reason'] {'sv': u'go', u'lat/satellite/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[-0.017588842121539619, -0.062717782363110999, -0.13195434998909322, -0.32034990344065239, 0.18923135970244392, 1.283925033402231, -0.12893141482283163, -0.051401195933563876, -0.031310373072244282, -0.24339996899298044, -0.0099871031402072596, -0.077570826664621589, -0.12998162861670853, -0.17210745223337148, -0.020317789833473626, -0.019851804867120019, -0.019520918083778482, -0.39797686329063209, -0.032771871357587148, -0.077705573189385951, -0.0096094605572502791, -0.074580132797916879, -0.073341463491824258, -0.014191061572695701, -0.077710557166895899, -0.13100969730727369, -0.067624862548351858, -0.025586266403507956, -0.014671708715243785, 0.33445412655088319, -0.61787285018807647, -0.052823570423895384, -0.059604563667318144, -0.052920882938575511, -0.038511201730260236, 0.044234209350990067, -0.029692722776983108, -0.013952637370332832, 0.27906449238448061, 0.41287460824304645, -0.021415036572967627, -0.21491052964606228, -0.018544604174805211, -0.049924015018497761, -0.036780613783354746, -0.056668604601070122, 1.2063986510334668, -0.01818766716794739, -0.010000415081297016, -0.024601692952233415], 'Not present']\n",
      "\n",
      "135 What is the major fault line near Kentucky ? ENTY ['DESC:def'] {'sv_not_present': 1, u'lat/line/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.012095561229342397, -0.031161588084431577, -0.23680812124040301, 0.69286520764894111, -0.22888751808190477, -0.18347055472408402, -0.081422050211301958, -0.018713213284814099, -0.015664383408000939, -0.11183668350815415, -0.0040063171408395437, -0.039936005843288075, -0.051751625289141914, 0.74611759006824929, -0.0078065212326671662, -0.010166554359416428, -0.0093820857643233443, 1.038356608251231, -0.014231032174733194, -0.045359923261579685, -0.0046797286229926004, -0.035102413556036459, -0.032466988390011504, -0.01027804664356486, -0.032581489332700699, -0.056476981198836866, -0.029394237722824911, -0.015099010334295488, -0.021684529140324212, -0.14289982385159994, -0.48104866629334414, -0.020894660310315616, -0.037822325660211702, -0.025811914856335501, -0.017592811338260107, -0.13787132777010255, -0.017450194280033447, -0.0076215534749568183, -0.026211767919427153, -0.038851030688504422, -0.020884338695546657, -0.036955585323493793, -0.0064710600424650244, -0.035680123120924591, -0.020785599291296052, -0.027678651403711969, -0.0079119645455998054, -0.0089911840351894479, -0.0082408683790700064, -0.0092007909080224007]]\n",
      "\n",
      "138 What position did Willie Davis play in baseball ? HUM ['HUM:ind'] {u'lat/position/LAT': 1, 'sv': u'play'}\n",
      "Class coeficients for LATs and SV:[[-0.0052786385758518302, -0.011499042188209335, 0.61570567289167444, -0.046022842256274683, -0.014641568010404961, -0.034352367091256254, -0.021826778899603324, -0.0033120288613732599, -0.0042407417174387917, -0.02066959081242278, -0.0005399295510688998, -0.011071738755874637, -0.0074941341690076338, -0.015689124961571984, -0.00076539464829618732, -0.0029386673463346279, -0.0023582001446017238, -0.035769918166623928, -0.0025917529674216876, -0.0076414156612010968, -0.0012330178323614997, -0.0079105150433565145, -0.0074969619255666796, -0.0047138390332854534, -0.0044444840380597189, -0.011928443661824602, -0.0049723294178004914, -0.005490370439675556, -0.014444562224727566, -0.022727419696631595, -0.10825023421379368, -0.0063689754397610286, -0.0068451110120013661, -0.0064304532087289127, -0.0057465882465616135, -0.051297370749857969, -0.005395812065430744, -0.0024903803293992357, -0.0098384819448734569, -0.010556831567609807, -0.011746946129069454, -0.012663216418247285, -0.0013508791499785159, -0.016751609701817091, -0.0070355370225073455, -0.0068687434119129248, -0.0025695769034511365, -0.0024186991099709116, -0.004190376851367833, -0.0028240313172062091], [-0.03056689727167829, -0.088330887862666213, -0.20358511573560756, -0.37115217200970024, -0.55912511944776722, -0.51407833765292998, -0.39775841458262207, -0.15549789684561779, -0.054030934834617045, 0.32281064043069407, -0.017620359520399888, -0.14740838259342098, -0.19413576674046754, -0.32902692585219834, 2.1657501792758946, -0.034632893275309162, -0.034116991967145432, 0.22216786930395604, -0.074758267160235661, -0.16498544854743699, -0.016978079947636976, 1.0982703896974046, -0.13561342826638872, -0.02476447953570533, -0.12934833355927267, -0.18389767703670043, -0.12307210665995609, -0.044186392642870782, -0.11667725422968905, 0.75841809831725326, 0.42226547341348547, -0.080583048442818592, -0.1000968814722159, -0.089307133241718462, -0.054819929981721804, 0.17194369227805761, -0.051127993187045973, -0.024473848954079142, 0.11249696895693513, -0.1254926668149518, -0.036690168182047671, -0.19366810575725002, -0.025420768049141531, -0.079301718410768815, -0.062832011431716933, -0.095583909561774094, -0.025477247695921395, -0.031813542035134951, -0.017527112293183187, -0.034558662384148328]]\n",
      "\n",
      "143 What is a baby turkey called ? ENTY ['ENTY:termeq'] {'sv': u'called'}\n",
      "Class coeficients for LATs and SV:[[-0.097666039602102739, -0.25959923657039863, -0.041869278693423599, -0.85190649958229159, -1.2035076836082517, 0.69782143774824579, 0.69715127653517195, 0.53458657482394922, -0.16581086097868089, 0.24673303223093646, -0.056807823603128776, 0.82167214525190069, 0.44252912020568019, -0.14859432689900687, -0.11112076789283823, -0.10902727790992461, -0.10731823465720396, -1.2040717433062889, -0.17229393803946386, -0.36185386613469239, -0.054792790985547284, 0.12504795674948097, -0.32464955784783495, -0.079769521790012843, 0.28586754197984288, 2.6282197540544301, -0.32228193578359171, -0.13808191602584099, -0.17578263155393073, 0.66251486100430468, -0.12099782905529352, 0.54261666687350019, 0.056230629463284422, -0.10058221832904247, -0.16860620177876345, 0.068626251014561906, -0.15913937007456791, -0.078246271116801949, -0.02683202832523502, -0.35634532564438748, 0.70126637853759821, -0.38148879413963371, -0.080846071483412468, -0.24105820593290123, -0.19156941385720935, -0.27879622796680115, -0.081354899551382032, -0.10048993686658958, -0.057069310247078578, -0.10065559063934156]]\n",
      "\n",
      "145 What is the longest bone in the human body ? ENTY ['DESC:def'] {u'lat/bone/LAT': 1, 'sv_not_present': 1}\n",
      "Class coeficients for LATs and SV:[[-0.0067206222043806312, -0.014619610651549422, -0.21420122255255217, -0.058018938296867738, -0.018598577272300014, -0.043430168256311338, -0.02767657192506584, 0.98803767905074324, -0.0054006199839001347, -0.026216566712399036, -0.00068833352757773254, -0.014076540850658377, -0.0095372303943748252, -0.019925075491013793, -0.0009755985494945171, -0.0037436849375653714, -0.0030049717781815617, -0.045204134349885898, -0.0033022406440735442, -0.0097239402815163158, -0.0015718714725990598, -0.01006539872977889, -0.0095402997472337006, -0.0060031019810610929, -0.0056604086442352689, -0.015163485091348084, -0.0063315512531029973, -0.0069899500546649037, -0.018350299753392221, -0.028812575456237527, -0.13460038397773652, -0.0081065648139775626, -0.008711938972787308, -0.0081854027608702258, -0.0073153099762105871, -0.064586697217049696, -0.006870036301513424, -0.0031731901982039487, -0.012512166474054854, -0.013423101567177317, -0.014931945412705363, -0.016092435285780873, -0.0017218277838919065, -0.021266627049110962, -0.0089540900759083226, -0.0087419693182529002, -0.0032740772545087112, -0.0030821630543970192, -0.0053364464571900071, -0.0035977142560934205], [0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678]]\n",
      "\n",
      "146 Who is a German philosopher ? HUM ['DESC:def'] {u'lat/philosopher/LAT': 1, 'sv_not_present': 1}\n",
      "Class coeficients for LATs and SV:['Not present', [0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678]]\n",
      "\n",
      "147 What were Christopher Columbus ' three ships ? ENTY ['DESC:def'] {u'lat/ships/LAT': 1, 'sv_not_present': 1, u'lat/ship/ImplicitQLAT': 1}\n",
      "Class coeficients for LATs and SV:[[-0.0065538127631762436, -0.0074662816156400129, -0.018485695503914924, -0.028642320860968525, -0.061377667023082401, -0.05463956066467443, -0.013779505253319073, -0.0062314431998093415, -0.012960878653372473, -0.042826094056710624, -0.027351929540198865, -0.036342398825110728, -0.021274128430163328, -0.031748753871131151, -0.0030925509667187319, -0.0030510531022616885, -0.0030010630884487943, -0.12838455261064943, -0.0047920041707937202, -0.018791465021326368, -0.0015152230090069929, -0.0094316883201084473, -0.014391995564446756, -0.0022238367360295319, -0.068076567413696193, -0.011083874555912228, 0.89290163315449855, -0.0054559250184456698, -0.002335694295096035, -0.069656715128773319, -0.060372528068033185, -0.005775102309039693, -0.0090168844012821266, -0.0074772160651941045, -0.0047631274689709608, -0.015950315612118869, -0.0044723065250090342, -0.002176978372025237, -0.0075435477081943576, -0.010459098757403631, -0.0033331863122792469, -0.014520936813227905, -0.0022419929619064047, -0.0069742729011579904, -0.0054590973042205303, -0.0080582123667170703, -0.0022647584516532183, -0.0028065400897576294, -0.0015832393745637539, -0.0026876120287573952], [0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.0065538127631762436, -0.0074662816156400129, -0.018485695503914924, -0.028642320860968525, -0.061377667023082401, -0.05463956066467443, -0.013779505253319073, -0.0062314431998093415, -0.012960878653372473, -0.042826094056710624, -0.027351929540198865, -0.036342398825110728, -0.021274128430163328, -0.031748753871131151, -0.0030925509667187319, -0.0030510531022616885, -0.0030010630884487943, -0.12838455261064943, -0.0047920041707937202, -0.018791465021326368, -0.0015152230090069929, -0.0094316883201084473, -0.014391995564446756, -0.0022238367360295319, -0.068076567413696193, -0.011083874555912228, 0.89290163315449855, -0.0054559250184456698, -0.002335694295096035, -0.069656715128773319, -0.060372528068033185, -0.005775102309039693, -0.0090168844012821266, -0.0074772160651941045, -0.0047631274689709608, -0.015950315612118869, -0.0044723065250090342, -0.002176978372025237, -0.0075435477081943576, -0.010459098757403631, -0.0033331863122792469, -0.014520936813227905, -0.0022419929619064047, -0.0069742729011579904, -0.0054590973042205303, -0.0080582123667170703, -0.0022647584516532183, -0.0028065400897576294, -0.0015832393745637539, -0.0026876120287573952]]\n",
      "\n",
      "150 What is another name for vitamin B1 ? ENTY ['DESC:def'] {'sv_not_present': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678]]\n",
      "\n",
      "158 In the late 1700 's British convicts were used to populate which colony ? LOC ['ENTY:other'] {u'lat/colony/LAT': 1, 'sv': u'used'}\n",
      "Class coeficients for LATs and SV:[[-0.0052786385758518302, -0.011499042188209335, 0.61570567289167444, -0.046022842256274683, -0.014641568010404961, -0.034352367091256254, -0.021826778899603324, -0.0033120288613732599, -0.0042407417174387917, -0.02066959081242278, -0.0005399295510688998, -0.011071738755874637, -0.0074941341690076338, -0.015689124961571984, -0.00076539464829618732, -0.0029386673463346279, -0.0023582001446017238, -0.035769918166623928, -0.0025917529674216876, -0.0076414156612010968, -0.0012330178323614997, -0.0079105150433565145, -0.0074969619255666796, -0.0047138390332854534, -0.0044444840380597189, -0.011928443661824602, -0.0049723294178004914, -0.005490370439675556, -0.014444562224727566, -0.022727419696631595, -0.10825023421379368, -0.0063689754397610286, -0.0068451110120013661, -0.0064304532087289127, -0.0057465882465616135, -0.051297370749857969, -0.005395812065430744, -0.0024903803293992357, -0.0098384819448734569, -0.010556831567609807, -0.011746946129069454, -0.012663216418247285, -0.0013508791499785159, -0.016751609701817091, -0.0070355370225073455, -0.0068687434119129248, -0.0025695769034511365, -0.0024186991099709116, -0.004190376851367833, -0.0028240313172062091], [0.8120636748837804, -0.2022509166396301, -0.47242554994767133, -0.61938648705870336, -0.50541755619786999, -0.37066923356352582, -0.62102136159199917, -0.17711370599516543, 0.90148602535119471, -0.18465985565551171, 2.8635582730471989, 0.99094860180544797, -0.067607458195198561, -0.091055362044585822, -0.0913520589846534, -0.084540217649043167, -0.083288290533321416, 0.38594919571047981, -0.15264218894847695, 0.3014712550254306, -0.042281823298574932, -0.36222530500110728, 0.16880261096848384, -0.061437560102989092, 1.6875940041693769, -0.73936592050597172, 0.37913803768809423, 0.23371410072241308, -0.063197999540541464, 0.4879841435841204, -1.1926876677560578, -0.16085229011657876, -0.1583830509736662, -0.21994685702451561, -0.13518964171468961, -1.1758905732213543, -0.12294988641515794, -0.060465956413879272, 0.039251149425088824, -0.28149301027468371, -0.090538633945247915, 0.2242505639883989, -0.06531003781328866, -0.18838650445430727, -0.14930889841820383, -0.21950684075764601, -0.062892904453684784, -0.077903616409602236, -0.04384298413337645, -0.07872343061902537]]\n",
      "\n",
      "165 What peninsula is Spain part of ? LOC ['DESC:def'] {u'lat/peninsula/LAT': 1, 'sv_not_present': 1}\n",
      "Class coeficients for LATs and SV:['Not present', [0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678]]\n",
      "\n",
      "184 What is natural gas composed of ? ENTY ['HUM:ind'] {'sv': u'composed'}\n",
      "Class coeficients for LATs and SV:['Not present']\n",
      "\n",
      "189 What is the birthstone for June ? ENTY ['DESC:def'] {'sv_not_present': 1, u'lat/birthstone/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.011130515939587835, -0.024088405605660571, 0.36514393628857555, -0.093145531994257846, -0.030567307340109026, -0.070318724180027298, -0.04523157782816109, -0.0069989695705844597, -0.0089521432068686776, -0.042883948027169737, -0.0011444494263525577, -0.023201679198285412, -0.015765487990421993, -0.032720257093559101, -0.0016219097353162969, -0.006212348321857639, -0.0049885696611776595, 0.82153523484528213, -0.0054811546790162913, -0.016072283381159225, -0.0026116778871322775, -0.016633189423708495, -0.015770676095279691, -0.0099461473998294688, -0.0093806082942401205, -0.02497589766714322, -0.010488482701519228, -0.011574463364136945, -0.030164511054623842, -0.047055615658240631, -0.20786912504308538, -0.013413461932387178, -0.014409366088442109, -0.013542599165223898, -0.012110716536988005, -0.10330954495993248, -0.011376360776666573, -0.0052673525260369695, -0.020643566142065802, -0.022134167767715682, -0.024598468509821815, -0.026489961538431212, -0.0028608019336697301, -0.034893428927101303, -0.014807401956880798, -0.014458769998739839, -0.0054344039016782737, -0.0051163063066031614, -0.0088461966499604229, -0.0059706377470006107]]\n",
      "\n",
      "190 What is the sales tax in Minnesota ? ENTY ['DESC:def'] {'sv_not_present': 1, u'lat/tax/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.0079326937366497163, -0.01941495217427246, 0.57638628308869511, -0.085326191189007236, -0.084338829719029937, -0.092173651913007165, -0.042544689441027968, -0.0097006711534980018, -0.0088894597738555722, -0.061025574365635389, -0.0019656048317500626, -0.023065620293160217, -0.026475147079627392, -0.043927767743191626, -0.0036885141482041919, -0.0058550576097304574, -0.0052111595787935217, -0.10582028429205999, -0.0074085149428650184, -0.019571663422489314, -0.0026238408821210998, -0.019349037293944913, -0.017914742730285111, -0.0068610949246221738, -0.016339294574326833, -0.030864895581290696, -0.015228964895076399, -0.009318568674016826, -0.016931793641261642, -0.058640029087256594, -0.28119142781414508, -0.012264272124390395, -0.015880927047827606, -0.014419401560449106, -0.010518275545640462, -0.088625834607749018, -0.0098296246518744627, -0.004540336751144923, -0.016192456753014735, -0.022285508686444591, -0.015138071255898285, 0.83942502273196806, -0.0034399603936596272, -0.024150903360299625, -0.012572213816256771, -0.01546072655839653, -0.004705317345628738, -0.0050786993270104039, -0.005721575147277059, -0.0053874633814966861]]\n",
      "\n",
      "191 What is the distance in miles from the earth to the sun ? NUM ['DESC:def'] {'sv_not_present': 1, u'lat/distance/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], 'Not present']\n",
      "\n",
      "192 What is the average life span for a chicken ? NUM ['DESC:def'] {u'lat/span/LAT': 1, 'sv_not_present': 1}\n",
      "Class coeficients for LATs and SV:[[-0.00666838218319656, -0.014506654780990256, -0.21279970844597648, -0.057587473139313221, -0.018455487488762357, -0.04310299884422919, -0.027465258356894034, -0.0041863887173503554, -0.0053585668435173518, -0.026016180115184324, -0.00068295425238960373, -0.013967786221991609, -0.0094632296150850125, -0.019771890143088361, -0.00096797233935420402, -0.0037145278389628918, -0.002981522676225588, -0.044864238434104503, -0.003276504104547124, -0.0096485302406754091, -0.0015595874411411495, -0.0099873548341370636, -0.0094662993815049588, -0.0059564333274371361, -0.00561635881898607, -0.015046409574022576, -0.0062823075079707445, -0.0069356086409750042, -0.018209010729881583, -0.028592824473399777, -0.13366163820236965, -0.0080436386168400015, -0.0086443055170219597, -0.0081218262967510946, -0.0072584791761493113, -0.06410911796127694, -0.0068166264309974037, -0.003148441740228288, -0.012415383691600524, -0.013319356279754831, -0.014816656975567836, -0.015968331096773005, -0.0017083732325572519, -0.021103398786866585, -0.0088846076968740091, 0.97632990431808575, -0.0032485417582416415, -0.003058103394101043, -0.0052949374621223582, -0.0035696904906975971], [0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678]]\n",
      "\n",
      "196 What currency is used in Algeria ? ENTY ['ENTY:other'] {u'lat/currency/LAT': 1, 'sv': u'used'}\n",
      "Class coeficients for LATs and SV:[[-0.0066027264424259593, -0.0075301676753384717, -0.018844829919738078, -0.029480827849256718, -0.065090702889858923, -0.057576728080534025, -0.013984871382963568, -0.006277152237036291, -0.013141960847524557, -0.044653243223328455, 0.92688978647130205, -0.037694808556622834, -0.021743258708153121, -0.032770282106513719, -0.003105786350899547, -0.003063910343276223, -0.003013499331217397, -0.14391413611126119, -0.004820368467787127, -0.019159111925012351, -0.0015192533430916004, -0.0095316163411107782, -0.014615459108251688, -0.0022313197758756544, -0.072645772185246676, -0.011219896875899121, -0.017731144132413272, -0.0054919042117541972, -0.002343836254168469, -0.074398578266935897, -0.063967687289822175, -0.0058151525539610165, -0.0091076706386152839, -0.0075412192269578909, -0.0047912755652098314, -0.016224009413700235, -0.0044973177679332298, -0.0021842374389063491, -0.0076082165369814308, -0.010579495979073289, -0.0033481917592318401, -0.014745032637766631, -0.0022496251476472385, -0.0070306547694021044, -0.0054952442816729357, -0.0081319473661261282, -0.0022725012552673681, -0.0028176252764345036, -0.0015876049501377901, -0.0026979236729579733], [0.8120636748837804, -0.2022509166396301, -0.47242554994767133, -0.61938648705870336, -0.50541755619786999, -0.37066923356352582, -0.62102136159199917, -0.17711370599516543, 0.90148602535119471, -0.18465985565551171, 2.8635582730471989, 0.99094860180544797, -0.067607458195198561, -0.091055362044585822, -0.0913520589846534, -0.084540217649043167, -0.083288290533321416, 0.38594919571047981, -0.15264218894847695, 0.3014712550254306, -0.042281823298574932, -0.36222530500110728, 0.16880261096848384, -0.061437560102989092, 1.6875940041693769, -0.73936592050597172, 0.37913803768809423, 0.23371410072241308, -0.063197999540541464, 0.4879841435841204, -1.1926876677560578, -0.16085229011657876, -0.1583830509736662, -0.21994685702451561, -0.13518964171468961, -1.1758905732213543, -0.12294988641515794, -0.060465956413879272, 0.039251149425088824, -0.28149301027468371, -0.090538633945247915, 0.2242505639883989, -0.06531003781328866, -0.18838650445430727, -0.14930889841820383, -0.21950684075764601, -0.062892904453684784, -0.077903616409602236, -0.04384298413337645, -0.07872343061902537]]\n",
      "\n",
      "198 What was the most popular toy in 1957 ? ENTY ['DESC:def'] {'sv_not_present': 1, u'lat/toy/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.0024915765985573132, -0.0073301401612770808, -0.020907195805916635, -0.086904207672782285, -0.1931089999186672, -0.044802642433799347, -0.018200890393851962, -0.0060317719730370182, -0.0061442120863715198, -0.032560428638578928, -0.0014046346316635174, -0.010938418229273723, -0.016623361420462592, -0.023861445224738518, -0.0028517752864881205, -0.0027975173132565524, -0.0027497328449849817, -0.079180794253026973, -0.0046071381563689215, 0.93692857518079842, -0.0013527976820357688, -0.022109128260645781, -0.014371033604708303, -0.0020096392181608511, -0.024030313627668973, -0.016655176380661905, -0.009467398646725354, -0.0036185308553882203, -0.002112670829063933, -0.053468189778400677, -0.09345624413298409, -0.0055457960534972331, -0.0083810175573989648, -0.0074521970848648962, -0.0044996906621679053, -0.034731832489639819, -0.0041952091856709952, -0.0019672536549326519, -0.01052091712019681, -0.012801142550255638, -0.0030664687910800948, -0.0071553330329878337, -0.002030933281892403, -0.0067901848164627684, -0.0052021768143279152, -0.0079875426243188, -0.0020492977900396789, -0.002562526242072532, -0.0014151801452426604, -0.0024258692242015868]]\n",
      "\n",
      "200 What is the name of the satellite that the Soviet Union sent into space in 1957 ? ENTY ['HUM:ind'] {'sv': u'sent', u'lat/satellite/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[-0.00017997850496338292, -0.00052966896163724874, -0.0014897137115053684, -0.0023747067249040776, -0.0038692076234580377, -0.0029373940442924129, -0.0012911204388452921, -0.00043744276835730618, -0.0003178582946384571, -0.0022605560090275564, -0.0001008939117929809, -0.00078594543819486323, -0.0011932415891097708, -0.0016511035358833532, -0.00020609607476224927, -0.00020222480515110519, -0.00019895446370589374, -0.0036398965893219759, -0.00032958423605957023, -0.00078199519102943973, -9.8044169915333226e-05, -0.00075479823845608592, -0.00054925430781483059, -0.00014540655897833047, -0.00077247989643177328, -0.0012125331277823323, -0.00068187364303443705, -0.00026149458798927882, -0.00015288479424172151, -0.030165336191140892, 0.069010996424299739, -0.00097462387916157566, -0.00060539232311894486, -0.00053886577488812114, -0.00032592042102972746, -0.0022628973405614118, -0.00030341381637386992, -0.0001423955288037491, -0.00042551074647253638, -0.00076357187196268738, -0.00022168104880591915, -0.00066781750227209221, -0.00014718725380374903, -0.00049135885298021815, -0.0003760488578476585, -0.0005785048024087926, -0.00014832302839537048, -0.00018543249079579061, -0.00010245237710497644, -0.00017791007508725893], 'Not present']\n",
      "\n",
      "203 What are the animals that don 't have backbones called ? ENTY ['DESC:desc'] {'sv': u'have', u\"lat/'t/LAT\": 1}\n",
      "Class coeficients for LATs and SV:[[-0.0085179041929677023, -0.02718599597039165, -0.10088562259576497, 1.8336149433248707, -0.19729038620885866, -0.27801392670101266, -0.072550722236413054, -0.021092253000090766, -0.015271146248319647, -0.23374865739549427, -0.0049372906476715895, 0.85094761471029479, -0.05848880930740321, -0.083434438563197183, -0.0099847740700458702, -0.0097083620704200273, -0.0095759345405696875, 0.34459903978984102, -0.016074485982051065, -0.037635740917681432, -0.0047310260988917682, -0.036093541672276068, -0.032327576442344345, -0.0068839585467613557, -0.038091678738743626, -0.056059511973212538, -0.03290268164926121, -0.012404472415685191, -0.13510260336155996, -0.11719173277003993, -0.92298312136152538, -0.039718394251547329, -0.028934830968789762, -0.025709073906045824, -0.015464617088796281, -0.11682749133965885, -0.014408082077442437, -0.0068335354070048534, -0.019967477402173819, -0.036561094441299277, -0.010159738628044961, -0.031183057066727089, -0.0071159001871916976, -0.022391906003080619, -0.017772673480494567, -0.027524512383055474, -0.0071154678137842252, -0.0089156720843116665, -0.0048558099791330593, -0.0085339076377713707], 'Not present']\n",
      "\n",
      "204 What is the melting point of copper ? NUM ['DESC:def'] {'sv_not_present': 1, u'lat/point/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.0089256910192993706, -0.019360343119927886, 1.0209324361665753, -0.075799085968701607, -0.024599679395085627, -0.056993058584591791, -0.036498861642889409, -0.0056075758219489144, -0.0071760295523956913, -0.034589896531696432, -0.00091582461835372627, -0.018646602636426111, -0.012651681562522178, -0.026341357902961861, -0.0012982871923801988, -0.0049771139678738965, -0.0039950813552457184, -0.059287067326305017, -0.0043902399760944576, -0.012899092815300866, -0.0020902430174380548, -0.013351179694899348, -0.012656517308820451, -0.0079728275693239318, -0.0075190090151369005, -0.020077632282877341, -0.0084091826451121801, -0.0092823365898344196, -0.0242722867954006, -0.037982722330596463, -0.17225760180979377, -0.010760842249049045, -0.011561669501721902, -0.010863693620832204, -0.0097137475696852001, -0.084217940216917753, -0.0091225630859521241, -0.0042187250207221839, -0.016582885825055425, -0.017785926202537692, -0.01977501932829415, -0.021303507772403852, -0.0022900778303495111, -0.028105085110745037, -0.011881463826606866, -0.011601351669841661, -0.0043525871070697426, -0.0040972583600839066, -0.0070909467781082348, -0.0047830350413634731]]\n",
      "\n",
      "207 What is the average body temperature ? NUM ['DESC:def'] {u'lat/temperature/LAT': 1, 'sv_not_present': 1}\n",
      "Class coeficients for LATs and SV:[[-0.0098030050431251233, -0.023814700715870392, -0.23912438539598155, -0.10489462107239214, -0.1101768236628758, -0.11411356519273347, -0.051991678117792275, -0.011608863128534506, -0.010776106199559913, -0.074717611414960375, -0.0023263984114092109, -0.028042240443871297, -0.031820879455640369, -0.053404552469035999, -0.0043373560602655761, -0.0071122448772499213, -0.0062967624301859156, -0.13200360627969987, -0.0088638798432884927, -0.02361257914437101, -0.0031751969751067578, -0.023375500371666306, -0.021649551235999275, -0.0084997776029187636, -0.019505537574655309, -0.037377713459000837, -0.018247676384878033, -0.011424794509227114, -0.02130226827170913, -0.071717866932222651, -0.26795646538427487, -0.014935796411849535, -0.019201226691933058, -0.01745086924518114, -0.012840935718564747, -0.10894829325734515, -0.012003537393347754, -0.0055421299449852244, -0.019888428912037046, -0.027077293265217395, -0.018901036155804112, -0.027753241411493015, -0.0041278631796315777, -0.029878810180925655, -0.01537069781515805, -0.018712115024903761, -0.0057421440018277066, 1.9251306586151766, -0.0071226770212835687, -0.0065593549231846345], [0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678]]\n",
      "\n",
      "212 What province is Montreal in ? LOC ['DESC:def'] {u'lat/province/LAT': 1, 'sv_not_present': 1}\n",
      "Class coeficients for LATs and SV:[[-0.0027834216152839418, -0.0084078225783293745, -0.025513514209143273, -0.040570727617507518, -0.071269715667605357, -0.059088674796764086, -0.021967535197162224, -0.0065781736475947674, -0.0049908342070143306, -0.041367198940455263, -0.0015592004312216527, -0.012770703556618775, -0.019985662321858999, -0.029433558088277835, -0.003192487794764436, -0.0031204332445890349, -0.0030761495279356251, -0.06529005453069088, -0.0052069063464359154, -0.012716776372564161, -0.0015011413956264876, -0.012201441563390316, -0.011125185168768472, -0.0022386814079178282, -0.012694713205304404, -0.019924942469682183, -0.010977740017166622, -0.0040682664948685993, -0.0023550613729764764, -0.037370473429357821, -0.10069096187509372, -0.0063006085069406605, -0.026593293689860034, -0.018746946618994245, -0.0050704653499167073, -0.18304789597645016, 0.96389036264388905, -0.0021912284432023064, -0.0067353823114733218, -0.012488590555451219, -0.0034369922184827035, -0.010669213341199772, -0.002259375584241195, -0.0077560817903854469, -0.005899190294866013, -0.0091916465912756755, -0.0022835804136707174, -0.0028635753349193975, -0.0015713171611025029, -0.0027468193694862452], [0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678]]\n",
      "\n",
      "213 What New York City structure is also known as the Twin Towers ? LOC ['HUM:ind'] {'sv': u'known', u'lat/structure/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[-0.059230249146633732, -0.16507725228329662, -0.40947435240843916, -0.62260811933070315, -0.91381582070032741, 1.0406689079424576, 0.31228920523949527, -0.138604120902971, -0.1029661145491792, -0.6191578307800274, -0.033932029425907013, 0.48747533868342213, -0.34831049325392116, 0.54322235031523913, 1.1148062103914949, -0.066418369644213368, -0.065338916465981459, -0.92467433072666305, -0.11569588124836558, -0.25346764753290885, -0.032717446729946038, 0.018452668168500667, -0.22148247164167376, -0.04806578511612912, -0.23805510590173656, 2.4735995391935721, -0.21399386433347725, -0.084943637657180229, -0.050099573562012473, -0.3744152200479971, 0.35626735565181222, -0.12747804947818539, -0.09727340668618821, 0.65910992123219081, -0.10480263067582352, 0.31375870575241938, 0.072725760445920967, -0.047153270063421182, -0.13524254133212793, 0.20205459720873561, -0.072064308546184092, -0.20386297025260697, -0.048761661022091667, -0.15321922020884235, -0.11995994850090047, -0.17925846908860349, -0.049074992264823973, -0.061025597143162025, -0.034106478066986842, -0.058602383505620373], [-0.0063052973232924289, -0.013721725576555171, -0.20299763622667541, -0.054583655207569914, -0.017460481787772795, -0.040826383895600567, -0.025995919748107145, -0.0039579011392317535, -0.0050665098745880637, -0.024622575423673885, -0.00064556472283440925, -0.013211791538549211, -0.0089489848654767997, -0.018707087653335761, -0.0009150307097491832, -0.003511754055347269, -0.0028186753028359704, 0.89198822547795853, -0.0030975751740430135, -0.0091243893301280951, -0.0014742237734062344, -0.0094450156311815543, -0.0089520208969376281, -0.0056318185685409819, -0.0053101492380589537, -0.014232745049201327, -0.005940030607142736, -0.0065580587696612066, -0.017226836077724014, -0.027064429537005451, -0.12711031541412171, -0.007606215180925302, -0.0081743733674891437, -0.0076800651633961627, -0.0068635306099170288, -0.060783692698653073, -0.0064454497924326852, -0.0029765174156930665, -0.011742765999814825, -0.012598173888390182, -0.014015636336694526, -0.015105999423551748, -0.0016149479315890195, -0.019968575893176556, -0.0084016746143095386, -0.0082026051529871698, -0.0030711624320749033, -0.002891056793496603, -0.0050063206459697376, -0.0033748790190491007]]\n",
      "\n",
      "223 What is the electrical output in Madrid , Spain ? ENTY ['DESC:def'] {u'lat/output/LAT': 1, 'sv_not_present': 1}\n",
      "Class coeficients for LATs and SV:['Not present', [0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678]]\n",
      "\n",
      "224 Which mountain range in North America stretches from Maine to Georgia ? LOC ['HUM:ind'] {'sv': u'stretches', u'lat/range/LAT': 1}\n",
      "Class coeficients for LATs and SV:['Not present', [-0.0081277845509306699, -0.024888744374864123, -0.077031011419517612, -0.13113216385028506, -0.23349522235753695, -0.1900063800711721, -0.06686277695237848, -0.020323836399271798, -0.014658026609617533, -0.13071326522168369, -0.0045392782342604087, -0.038197271520512908, -0.060743115376398621, -0.091006268693048981, -0.0093346084901965859, -0.0091528459280000515, -0.0089916310764486824, -0.23000398280639117, -0.015303764414483677, -0.038046417766434894, -0.0043684662108532625, -0.03645357210173196, -0.033161934474332723, -0.0065281391363016033, -0.037984427133589224, -0.060720242306980414, -0.032708287233941688, -0.011919880414573248, -0.0068681149569323006, -0.11662246026462419, -0.37650542971602136, -0.018566886262728583, -0.028713773912965489, -0.025344300449016609, 2.5453775668326566, -0.12521625267142752, -0.013888830401347, -0.0063912477198647295, -0.019871688164798926, -0.037346064975966646, -0.010053011524313125, -0.031753604891024474, -0.0066078000036886861, -0.022960502170509996, -0.017364579717091527, -0.02727652288085744, -0.0066617132505698085, -0.0083645003691764502, -0.0045740839061713051, -0.0080228534978200941]]\n",
      "\n",
      "234 What are the two houses of the Legislative branch ? ENTY ['DESC:def'] {u'lat/houses/LAT': 1, u'lat/house/ImplicitQLAT': 1, 'sv_not_present': 1}\n",
      "Class coeficients for LATs and SV:['Not present', 'Not present', [0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678]]\n",
      "\n",
      "238 What is the location of the Sea of Tranquility ? LOC ['DESC:def'] {'sv_not_present': 1, u'lat/location/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.059656975707504702, -0.2403915743399915, 0.067215056411896873, -0.41431127889930824, -0.28084437823554309, 0.28190936547911466, -0.23270147330292151, -0.049424390365877383, -0.054326929258521929, -0.25877563003635923, -0.009332446195337905, -0.13212201204723756, -0.11618057082590146, -0.20143080959525095, -0.015445510072406066, -0.037458560595524278, -0.031503254169099562, -0.40370355109142869, -0.038590446876562247, -0.102255852754271, -0.016446191793961375, -0.10357475477068423, -0.097648207504295911, -0.053049188285481351, -0.073024062884723642, 1.3173761512953961, -0.074216781485742317, -0.063991495411146682, 0.6800077265968042, -0.26579324503316132, -0.27390048344780915, -0.077216093789615747, 0.76079061853923247, -0.082597198039298214, 0.81603193144246433, 1.0331445132274684, -0.064884325088699873, -0.030840590791725044, -0.10953105958263458, -0.1249402968630043, -0.12000603340252396, -0.14143620771766083, -0.019397359202571664, -0.16939148390334172, -0.08269322870697654, -0.08795742757470762, -0.031882085539470043, -0.031648404264739569, -0.04649280737792532, -0.035460706161429496]]\n",
      "\n",
      "240 What French province is cognac produced in ? LOC ['HUM:ind'] {u'lat/province/LAT': 1, 'sv': u'produced'}\n",
      "Class coeficients for LATs and SV:[[-0.0027834216152839418, -0.0084078225783293745, -0.025513514209143273, -0.040570727617507518, -0.071269715667605357, -0.059088674796764086, -0.021967535197162224, -0.0065781736475947674, -0.0049908342070143306, -0.041367198940455263, -0.0015592004312216527, -0.012770703556618775, -0.019985662321858999, -0.029433558088277835, -0.003192487794764436, -0.0031204332445890349, -0.0030761495279356251, -0.06529005453069088, -0.0052069063464359154, -0.012716776372564161, -0.0015011413956264876, -0.012201441563390316, -0.011125185168768472, -0.0022386814079178282, -0.012694713205304404, -0.019924942469682183, -0.010977740017166622, -0.0040682664948685993, -0.0023550613729764764, -0.037370473429357821, -0.10069096187509372, -0.0063006085069406605, -0.026593293689860034, -0.018746946618994245, -0.0050704653499167073, -0.18304789597645016, 0.96389036264388905, -0.0021912284432023064, -0.0067353823114733218, -0.012488590555451219, -0.0034369922184827035, -0.010669213341199772, -0.002259375584241195, -0.0077560817903854469, -0.005899190294866013, -0.0091916465912756755, -0.0022835804136707174, -0.0028635753349193975, -0.0015713171611025029, -0.0027468193694862452], [-0.0068066594288276076, -0.025348198351069336, -0.05577770566462948, 0.53237869547752947, -0.18575454437431238, -0.15169876687336895, -0.053339063959516445, -0.016952383264254592, -0.012246528736062029, 0.24995689805108312, -0.0038314632871416349, -0.031360234455887356, -0.053020820447911718, -0.073539436230019378, -0.007808256086320871, -0.007686072826061565, -0.0075507475522606322, -0.18582494665127114, -0.012802867858067108, -0.033607441162447578, -0.0036860879312905336, -0.029867353620125797, -0.02962154253471164, -0.0054760011020877674, -0.031410179128173225, -0.052454440924129424, -0.027085185004462393, -0.0099603166170190854, -0.0056951924433714333, 0.39489667482125829, 0.1139755775853015, -0.021106750955637462, -0.02373178793017696, -0.021006458450378965, -0.012475479597161962, -0.1005164508514116, -0.011594631919861459, -0.0053762720480258833, -0.016419389635274107, 0.16033094395798664, -0.0083465523293180591, -0.026104911404953825, -0.0055649863780275746, -0.018842121241863984, -0.014444548888553583, -0.022580293235284831, -0.00560175150940954, -0.0070277725511800103, -0.0038464804904994234, -0.0067397139613385891]]\n",
      "\n",
      "241 What is Valentine 's Day ? DESC ['NUM:date'] {u'lat/day/LAT': 1, 'sv_not_present': 1}\n",
      "Class coeficients for LATs and SV:[[-0.03425662997160351, -0.078615267962857199, 0.36335226446104035, 0.41674161111774588, -0.26447228865203182, -0.35920635781099203, -0.16196160055212594, -0.036628062111637834, -0.035616240510933005, -0.21639763930960348, -0.007409509014894196, -0.093409210237910087, -0.092819982493456549, -0.16632795025450781, -0.01685634186456185, -0.023936590059928448, -0.020928707949784339, -0.32401813783814648, -0.028243987475958365, -0.072873462532313901, -0.010705439992986057, -0.081557443955244613, -0.067940516040630908, -0.029979314992368979, -0.058638459608965222, -0.20765186768837335, -0.064587950935351593, -0.038936358067283863, -0.075774192785142344, -0.20044233703108466, -0.73620047433405011, -0.049365647705588919, -0.061398552633272721, -0.060510146823519628, -0.043041906964635168, -0.31476453676702193, -0.040764173424854465, -0.018985622547867259, -0.066930523888233423, 3.9519754812403067, -0.066346958847953719, -0.089518546415484415, -0.01355987254238844, -0.099998531210958044, -0.051373451985418643, -0.061106808769159096, -0.019646483122161915, -0.020602270850134635, -0.02551574850332803, -0.022247251782390245], [0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678]]\n",
      "\n",
      "249 What is the criterion for being legally blind ? ENTY ['DESC:def'] {'sv_not_present': 1, u'lat/criterion/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], 'Not present']\n",
      "\n",
      "256 What is the depth of the Nile river ? NUM ['DESC:def'] {u'lat/depth/LAT': 1, 'sv_not_present': 1}\n",
      "Class coeficients for LATs and SV:['Not present', [0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678]]\n",
      "\n",
      "258 What is Mardi Gras ? DESC ['HUM:desc'] {'sv_not_present': 1, u'lat/person/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.14219166374450104, 0.010650349181893417, -0.472901063083423, 0.17468458477006835, -0.82328643001818491, 0.86181614206319157, 0.048477949072803179, -0.16042245389720974, -0.15352230678411866, 1.2076669794023585, -0.03538791958299279, -0.35020718196622957, -0.35705326952457545, -0.51761723940613946, -0.080373421852619684, -0.10531379559956622, -0.092713645724973745, 0.48990548911188969, -0.12822463843004919, -0.29898850064528548, -0.049061406213785491, -0.29643654108605866, -0.35887692293994533, -0.12565963007512004, -0.25382177093516101, -0.53854954395563626, -0.23886773996651128, -0.15960686557287115, 4.0425787413162446, -0.1463371801049014, 1.4081200540890801, 1.3514095847824736, -0.24424117352082125, -0.2253721933754714, -0.17710441535142873, -0.3952588552297468, -0.16703547775181979, -0.083421780248903801, -0.2594415966655701, -0.32740443335321029, -0.25354157797258092, -0.32745289334921457, -0.062116333640508406, -0.35760965802028744, -0.20591760856787281, -0.24153094296320418, -0.086355163683361491, -0.091124206821504156, -0.10776958322683201, -0.097190848937799487]]\n",
      "\n",
      "259 Mexican pesos are worth what in U.S. dollars ? NUM ['DESC:def'] {u'lat/worth/LAT': 1, 'sv_not_present': 1}\n",
      "Class coeficients for LATs and SV:['Not present', [0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678]]\n",
      "\n",
      "275 What is the esophagus used for ? DESC ['ENTY:other'] {'sv': u'used'}\n",
      "Class coeficients for LATs and SV:[[0.8120636748837804, -0.2022509166396301, -0.47242554994767133, -0.61938648705870336, -0.50541755619786999, -0.37066923356352582, -0.62102136159199917, -0.17711370599516543, 0.90148602535119471, -0.18465985565551171, 2.8635582730471989, 0.99094860180544797, -0.067607458195198561, -0.091055362044585822, -0.0913520589846534, -0.084540217649043167, -0.083288290533321416, 0.38594919571047981, -0.15264218894847695, 0.3014712550254306, -0.042281823298574932, -0.36222530500110728, 0.16880261096848384, -0.061437560102989092, 1.6875940041693769, -0.73936592050597172, 0.37913803768809423, 0.23371410072241308, -0.063197999540541464, 0.4879841435841204, -1.1926876677560578, -0.16085229011657876, -0.1583830509736662, -0.21994685702451561, -0.13518964171468961, -1.1758905732213543, -0.12294988641515794, -0.060465956413879272, 0.039251149425088824, -0.28149301027468371, -0.090538633945247915, 0.2242505639883989, -0.06531003781328866, -0.18838650445430727, -0.14930889841820383, -0.21950684075764601, -0.062892904453684784, -0.077903616409602236, -0.04384298413337645, -0.07872343061902537]]\n",
      "\n",
      "292 What is the life expectancy of a dollar bill ? NUM ['DESC:def'] {'sv_not_present': 1, u'lat/expectancy/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.01991504157883681, -0.042689115085065212, -0.48794292993574645, -0.15764247396397646, -0.053909556148817046, -0.12073221299123033, -0.078951612599441695, -0.012563788788957067, -0.01604300742559344, -0.074975332192614402, -0.0020639981634576945, -0.041139183386564124, -0.028112091355974672, -0.057620881244245713, -0.0029234104007391025, -0.01115754716432784, -0.0089692617731553081, -0.12527923902511687, -0.0098507217715433516, -0.028651525054148159, -0.0047050515072992018, -0.029637592339096658, -0.028119738739014268, -0.017814430483655483, -0.016808206757512874, -0.044231475262175267, -0.018776563963968214, -0.020702014451188015, -0.053219289609134031, -0.082034081567511394, -0.33145229425588263, -0.023957937579200138, -0.025716940836882089, -0.024187442648212328, -0.02165172361133812, -0.17378700295184643, -0.020351841012733862, -0.0094682735597160401, -0.03667149593520521, -0.039276106493484467, -0.04356907444540975, -0.046852236876452499, -0.0051523527449695876, -0.061343627112859248, -0.026421182434293027, 2.6325879182014287, -0.009767277855272186, -0.0091982855054938729, -0.015855538730835266, -0.010725908881235218]]\n",
      "\n",
      "298 What does a barometer measure ? ENTY ['DESC:manner'] {u'lat/barometer/LAT': 1, 'sv': u'measure'}\n",
      "Class coeficients for LATs and SV:['Not present', [-0.0053596689282970639, -0.016435646097487013, -0.049492572081595354, -0.087511995016385458, 0.53275446322479225, -0.12904933376661568, -0.044395897999591157, -0.01344086612546622, -0.0096814333132666242, -0.087781494347105651, -0.0029952677359345544, -0.025290052643539524, -0.040444300213182703, -0.060602302983529616, -0.006166253180976293, -0.0060433924257894504, -0.0059350767863622809, 0.53805304260134701, -0.010113454316300157, -0.025217910085857023, -0.0028820574800173895, -0.024153352868930701, -0.021959233293588544, -0.0043043422018298793, 0.30911238811206981, -0.040375848295964314, -0.021673330221669177, -0.0078659342304398146, -0.0045144157168225708, -0.078225033856743079, -0.26045284850031392, -0.012262880885539182, -0.019000648042750121, -0.016760390922645287, -0.0098766537297302909, -0.083617466752394454, -0.0091699995730939159, -0.0042168643933151589, -0.013108580437488577, -0.024719591727599584, -0.0066171710816516826, -0.020984566936653914, -0.0043607342547866247, -0.015124769549248624, -0.011464512429011368, -0.018045213970882913, -0.0043953605456542736, -0.0055202613375721138, -0.0030163001626125267, -0.005294612491977253]]\n",
      "\n",
      "319 What is the brightest star ? LOC ['HUM:ind'] {u'lat/star/LAT': 1, 'sv_not_present': 1}\n",
      "Class coeficients for LATs and SV:[[-0.01912898416300661, -0.046539020273646932, -0.37935353617454814, -0.19765076920545829, -0.22597228951061873, -0.23745138881773895, -0.10259901783099988, -0.024829553797874403, -0.023637449370221223, -0.19859811557513546, -0.0051991351934070435, -0.056222557224825241, -0.066412428819995026, -0.12740607992280537, -0.0098267546304454858, -0.014657172705956758, -0.013186491682340089, -0.24923166185881546, -0.024003933958878988, -0.05242253615448788, -0.0066568991259706427, -0.048066851289651401, -0.172325020154459, -0.016495492827566103, -0.041781774616954717, -0.07554712799573364, -0.038653618451154316, -0.022775443162459854, -0.038688027099327373, -0.17207489688464747, 2.0973759401889764, -0.030168344803524646, -0.039677538106629676, -0.035883383613589274, -0.025863185857274092, 1.1493015107090767, -0.024203570895495893, -0.011281961076455958, -0.039771957163169752, -0.056811021559645715, -0.035289168419213132, -0.054235778260078499, -0.0088451375105380557, -0.056534947792386749, -0.030728413436430339, -0.038424980871963756, -0.011694314282437054, -0.012794939858034492, -0.01364827841846912, -0.013426500493589563], [0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678]]\n",
      "\n",
      "322 What is TMJ ? ABBR ['DESC:def'] {u'lat/tmj/LAT': 1, 'sv_not_present': 1}\n",
      "Class coeficients for LATs and SV:['Not present', [0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678]]\n",
      "\n",
      "325 What does the technical term ISDN mean ? ABBR ['DESC:def'] {'sv': u'mean', u'lat/isdn/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[-0.033480735276424596, 3.6326465520029032, 5.0864893198187469, -0.4518206411610492, -0.61575795211812523, -0.63472128983299592, -0.23763195541688678, -0.079141147589340044, -0.058012404984589191, -0.51809379753275275, -0.01999927611212109, -0.14385593333850866, -0.2157960828053859, -0.29155130499775261, -0.038081925950769001, -0.03710550104591611, -0.03968054674587717, -0.70202918145759918, -0.06073605848324503, -0.13874589125307107, -0.018202077166574099, -0.13353800517833578, -0.12632501208600427, -0.026583354384686699, -0.13931889669757919, 0.29377362972408555, -0.12190886796678496, -0.30481643386808827, -0.21643539188971911, -0.40546144688159991, -0.73985810521236384, -0.11414795745499409, -0.11286323654626979, -0.096287380014064533, -0.061930210818502938, -0.41064145981175004, -0.05496965905140009, -0.064689070195539974, -0.12044182694155413, -0.82718114423881794, -0.039550481628761999, -0.11677175377316977, -0.027251741468479338, -0.13407511185365706, -0.067576475611800108, -0.10290011317010377, -0.0273240946899297, -0.034118752796551341, -0.018806922878209918, -0.032692891168039494], 'Not present']\n",
      "\n",
      "326 Why is the sun yellow ? DESC ['DESC:def'] {'sv_not_present': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678]]\n",
      "\n",
      "327 What is the conversion rate between dollars and pounds ? NUM ['NUM:other'] {'sv_not_present': 1, u'lat/rate/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.047246627219262503, -0.10054107252182254, -0.81887909206705634, -0.37067261812421265, -0.18648118599420305, -0.29031805302785918, -0.18354845500883968, -0.035067088888862771, -0.040861116750083616, -0.19363952250081032, -0.0062741717383737634, -0.10125220045166326, -0.081321120643949779, -0.14953348747576864, -0.0098592680768570286, -0.028293549544461397, -0.023361979985663292, -0.30468503746572023, -0.027412983799795943, -0.075307901061010582, -0.012221871869669221, -0.076883163389347212, -0.072668343971922511, -0.042147802653343884, -0.050090935269394218, -0.11423886945840918, -0.052618582912732373, -0.050151752459948698, -0.1169796747680273, -0.20149957107090061, -0.64713494542609606, -0.059259658737109117, -0.066194695819904573, -0.061877965400012051, -0.053163187342457972, -0.36333717388900022, -0.050011951169584561, -0.023619784573237997, -0.086571212621629104, -0.097172175984995043, -0.098047805617093919, 1.464980593409825, -0.013986274804979318, 1.8856230770785423, 2.3119855690734945, -0.065932327124132648, -0.024377148219223127, -0.023667340649505028, -0.037216805936716876, -0.026961686076205763]]\n",
      "\n",
      "332 What is a group of frogs called ? ENTY ['ENTY:termeq'] {'sv': u'called'}\n",
      "Class coeficients for LATs and SV:[[-0.097666039602102739, -0.25959923657039863, -0.041869278693423599, -0.85190649958229159, -1.2035076836082517, 0.69782143774824579, 0.69715127653517195, 0.53458657482394922, -0.16581086097868089, 0.24673303223093646, -0.056807823603128776, 0.82167214525190069, 0.44252912020568019, -0.14859432689900687, -0.11112076789283823, -0.10902727790992461, -0.10731823465720396, -1.2040717433062889, -0.17229393803946386, -0.36185386613469239, -0.054792790985547284, 0.12504795674948097, -0.32464955784783495, -0.079769521790012843, 0.28586754197984288, 2.6282197540544301, -0.32228193578359171, -0.13808191602584099, -0.17578263155393073, 0.66251486100430468, -0.12099782905529352, 0.54261666687350019, 0.056230629463284422, -0.10058221832904247, -0.16860620177876345, 0.068626251014561906, -0.15913937007456791, -0.078246271116801949, -0.02683202832523502, -0.35634532564438748, 0.70126637853759821, -0.38148879413963371, -0.080846071483412468, -0.24105820593290123, -0.19156941385720935, -0.27879622796680115, -0.081354899551382032, -0.10048993686658958, -0.057069310247078578, -0.10065559063934156]]\n",
      "\n",
      "334 What is the melting point of gold ? NUM ['DESC:def'] {'sv_not_present': 1, u'lat/point/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.0089256910192993706, -0.019360343119927886, 1.0209324361665753, -0.075799085968701607, -0.024599679395085627, -0.056993058584591791, -0.036498861642889409, -0.0056075758219489144, -0.0071760295523956913, -0.034589896531696432, -0.00091582461835372627, -0.018646602636426111, -0.012651681562522178, -0.026341357902961861, -0.0012982871923801988, -0.0049771139678738965, -0.0039950813552457184, -0.059287067326305017, -0.0043902399760944576, -0.012899092815300866, -0.0020902430174380548, -0.013351179694899348, -0.012656517308820451, -0.0079728275693239318, -0.0075190090151369005, -0.020077632282877341, -0.0084091826451121801, -0.0092823365898344196, -0.0242722867954006, -0.037982722330596463, -0.17225760180979377, -0.010760842249049045, -0.011561669501721902, -0.010863693620832204, -0.0097137475696852001, -0.084217940216917753, -0.0091225630859521241, -0.0042187250207221839, -0.016582885825055425, -0.017785926202537692, -0.01977501932829415, -0.021303507772403852, -0.0022900778303495111, -0.028105085110745037, -0.011881463826606866, -0.011601351669841661, -0.0043525871070697426, -0.0040972583600839066, -0.0070909467781082348, -0.0047830350413634731]]\n",
      "\n",
      "337 What fruit is Melba sauce made from ? ENTY ['ENTY:substance'] {'sv': u'made', u'lat/fruit/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[-0.066851162093604186, -0.18779642451531983, -0.44087284540276245, -0.15253723824191201, -0.30512790429954645, 0.31724942271761247, -0.40794467361741799, -0.1546931125733538, 0.41857795434659328, 0.47154565549721822, -0.038466691936118576, -0.26711627789167136, -0.38365036694114701, 0.57346565985935827, -0.076383559020282807, -0.07487603191510632, -0.073672625565547878, -0.59487117088687425, 1.0993137135327955, 0.3462008745551729, -0.037089544153541036, -0.25332879783373374, 3.3980847825750629, -0.054347945943642145, -0.26233433326729083, -0.37947865207887493, -0.2320149597765315, -0.095493433997010727, -0.11177580694644991, 0.97640315536309019, -0.48546119425149847, -0.16111997229333266, -0.20786083869253241, -0.18692141152653352, -0.1174714848864938, -0.65117772714045374, -0.10986106656935005, -0.053316464521655657, 0.12235245178592892, 0.10105272144373112, -0.081142028102873215, -0.32569760207900678, -0.055124675584099309, -0.17052622472782483, -0.13412914346201552, -0.19900263395817866, -0.055473441864454499, -0.068857702337091417, -0.038653122469990212, -0.07172609831143846], [-0.0025518957087967932, -0.0077860860541195181, -0.02350423038614859, -0.040272842014242742, -0.12470486188492207, -0.057841675475115324, -0.020757213098516816, -0.0063634078554310452, -0.0045954949659387867, -0.040166781513222199, -0.0014263106401645788, -0.011918836809048846, -0.01886660883693567, 0.85165702882174654, -0.0029298696505015683, -0.002873024282991932, -0.0028223808145268758, -0.069887820837859729, -0.0047968764024540859, -0.011869086370262268, -0.001372751769409767, -0.011375471721809225, -0.01035594697230542, -0.0020503715359985841, -0.024923038102013947, -0.044768857789820975, -0.010216770615437134, -0.003739333672380767, -0.0021571429275290183, -0.035964783539165913, -0.11350962541771396, -0.0058157525792874899, -0.0089747429258955347, -0.0079271052406228917, -0.004690415544303668, -0.03851220242566028, -0.0043551001914798847, -0.0020073103010642807, -0.0068781008518020419, -0.011652415384996239, -0.003155075829519714, -0.0094203173450676768, -0.0020752661719514328, -0.0071859622138537122, -0.005440766270764859, -0.0085281569619524208, -0.0020921549902797173, -0.0026259677361908334, -0.0014373272211440939, -0.0025134909711250347]]\n",
      "\n",
      "340 How much does water weigh ? NUM ['NUM:count'] {u'lat/amount/QuestionWordLAT': 1, 'sv': u'weigh'}\n",
      "Class coeficients for LATs and SV:[[-0.093925110104094267, -0.21284220458498393, -1.004765940050582, -0.68957785160644747, -0.83327895294646792, -0.80988614210691467, -0.44210876197648785, -0.1292718680247664, -0.11545435326209422, -0.59861668272224877, -0.033526967039373155, -0.26313661089564788, -0.31736555191142052, -0.48265081156058032, -0.059279821153272697, -0.077161993864674372, -0.069470208447899515, -0.86026516342072679, -0.10324320415901823, -0.24052708399354078, -0.035917190629522838, -0.23918041919124555, -0.26915906582953542, -0.080839346560139788, -0.2282241037521662, -0.37035597147845306, -0.19879393804222031, -0.11337279300483014, -0.1686927152686811, -0.58113514769539887, -1.2987485157076621, -0.14812953018181169, -0.19402757429974013, -0.17736175558140743, -0.12771177050896451, -0.71402386387255312, -0.11999711191012313, -0.060870298574323224, 7.2872951518033542, -0.26996572607909936, -0.15896738763976115, 4.1701177859275766, -0.04811420139191027, -0.25103962446603217, -0.152569085630165, -0.20247335738551483, -0.061843018068560712, -0.067147228226469513, -0.066672694148510944, 2.3842757812251145], [-0.0064924776918520643, -0.019415726773161897, -0.053439566678730101, -0.096618123680686924, -0.17357707604162517, -0.13999200475866355, -0.050367253470961576, -0.016150830992006555, -0.011668590809066908, -0.097689073184210704, -0.003678753150619894, -0.029578635890496353, -0.046831445174080465, -0.068555080163654053, -0.0075246715856604517, -0.0073435171037855677, -0.0072280580312787581, -0.17022188355991022, -0.012220327132543802, -0.029619461274512676, -0.003538361545918166, -0.028372143201602702, -0.02561321874807769, -0.0052289580795819848, -0.029654631422433249, -0.046302947441278379, -0.025664871318703129, -0.0094865511176082627, -0.0053832415202040651, -0.08703432644656095, -0.27591765072109653, -0.014679461738207009, -0.022516807497934842, -0.019923337610115482, -0.011875567220890082, -0.09175756468353706, -0.011038211703861675, -0.0051448211897576765, -1.5012300367370153, -0.028862693293766079, -0.0079079759792956422, -0.35324329447207131, -0.0053379018946103241, -0.017747392659157982, -0.013710044671672722, -0.021345200876832837, -0.0053617641455276878, -0.0067271468370554812, -0.0036754213161118952, 3.732494103237995]]\n",
      "\n",
      "341 What was President Lyndon Johnson 's reform program called ? ENTY ['ENTY:termeq'] {'sv': u'called'}\n",
      "Class coeficients for LATs and SV:[[-0.097666039602102739, -0.25959923657039863, -0.041869278693423599, -0.85190649958229159, -1.2035076836082517, 0.69782143774824579, 0.69715127653517195, 0.53458657482394922, -0.16581086097868089, 0.24673303223093646, -0.056807823603128776, 0.82167214525190069, 0.44252912020568019, -0.14859432689900687, -0.11112076789283823, -0.10902727790992461, -0.10731823465720396, -1.2040717433062889, -0.17229393803946386, -0.36185386613469239, -0.054792790985547284, 0.12504795674948097, -0.32464955784783495, -0.079769521790012843, 0.28586754197984288, 2.6282197540544301, -0.32228193578359171, -0.13808191602584099, -0.17578263155393073, 0.66251486100430468, -0.12099782905529352, 0.54261666687350019, 0.056230629463284422, -0.10058221832904247, -0.16860620177876345, 0.068626251014561906, -0.15913937007456791, -0.078246271116801949, -0.02683202832523502, -0.35634532564438748, 0.70126637853759821, -0.38148879413963371, -0.080846071483412468, -0.24105820593290123, -0.19156941385720935, -0.27879622796680115, -0.081354899551382032, -0.10048993686658958, -0.057069310247078578, -0.10065559063934156]]\n",
      "\n",
      "342 What is the murder rate in Windsor , Ontario ? NUM ['NUM:other'] {'sv_not_present': 1, u'lat/rate/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.047246627219262503, -0.10054107252182254, -0.81887909206705634, -0.37067261812421265, -0.18648118599420305, -0.29031805302785918, -0.18354845500883968, -0.035067088888862771, -0.040861116750083616, -0.19363952250081032, -0.0062741717383737634, -0.10125220045166326, -0.081321120643949779, -0.14953348747576864, -0.0098592680768570286, -0.028293549544461397, -0.023361979985663292, -0.30468503746572023, -0.027412983799795943, -0.075307901061010582, -0.012221871869669221, -0.076883163389347212, -0.072668343971922511, -0.042147802653343884, -0.050090935269394218, -0.11423886945840918, -0.052618582912732373, -0.050151752459948698, -0.1169796747680273, -0.20149957107090061, -0.64713494542609606, -0.059259658737109117, -0.066194695819904573, -0.061877965400012051, -0.053163187342457972, -0.36333717388900022, -0.050011951169584561, -0.023619784573237997, -0.086571212621629104, -0.097172175984995043, -0.098047805617093919, 1.464980593409825, -0.013986274804979318, 1.8856230770785423, 2.3119855690734945, -0.065932327124132648, -0.024377148219223127, -0.023667340649505028, -0.037216805936716876, -0.026961686076205763]]\n",
      "\n",
      "346 Name a stimulant . ENTY ['HUM:ind'] {'sv': u'Name', u'lat/stimulant/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[-0.078298860423663394, -0.22433794136405188, -0.49544886899577539, -0.7262406307698831, -1.0523328597550996, -0.92882190059470315, 1.048010085797229, -0.17910286177707749, -0.13430199564760661, 0.57165365819928682, -0.045228672210299185, 0.38439688862457094, 0.18195536336412843, 0.11256624373056773, -0.089386657997560071, 0.8245869475981531, -0.08623596237800521, 0.12436535872643087, -0.13977157292292128, -0.34261455807638269, -0.043656537421696645, -0.2900794004999932, -0.26791824398563535, -0.06378616336929202, 0.3316051613109518, 0.028006300818132285, 1.4278345866759015, -0.11753744285730194, -0.097313836039179605, 1.22056764802594, 0.99967813896372426, -0.16904572664644107, -0.25082350494427014, -0.063006959126169659, 0.3966749166660431, 0.17296955780965897, -0.12897458272925963, -0.062594298773767931, -0.17659980354800514, -0.29521187665633647, -0.094793518296175605, -0.2587513121325648, -0.06470239486619965, -0.19681853565776067, -0.15570043348776877, -0.23669054964206823, -0.065108176160583384, -0.080658165464308082, -0.045473214772519338, -0.077502836320391746], 'Not present']\n",
      "\n",
      "351 What is the location of Lake Champlain ? LOC ['DESC:def'] {'sv_not_present': 1, u'lat/location/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.059656975707504702, -0.2403915743399915, 0.067215056411896873, -0.41431127889930824, -0.28084437823554309, 0.28190936547911466, -0.23270147330292151, -0.049424390365877383, -0.054326929258521929, -0.25877563003635923, -0.009332446195337905, -0.13212201204723756, -0.11618057082590146, -0.20143080959525095, -0.015445510072406066, -0.037458560595524278, -0.031503254169099562, -0.40370355109142869, -0.038590446876562247, -0.102255852754271, -0.016446191793961375, -0.10357475477068423, -0.097648207504295911, -0.053049188285481351, -0.073024062884723642, 1.3173761512953961, -0.074216781485742317, -0.063991495411146682, 0.6800077265968042, -0.26579324503316132, -0.27390048344780915, -0.077216093789615747, 0.76079061853923247, -0.082597198039298214, 0.81603193144246433, 1.0331445132274684, -0.064884325088699873, -0.030840590791725044, -0.10953105958263458, -0.1249402968630043, -0.12000603340252396, -0.14143620771766083, -0.019397359202571664, -0.16939148390334172, -0.08269322870697654, -0.08795742757470762, -0.031882085539470043, -0.031648404264739569, -0.04649280737792532, -0.035460706161429496]]\n",
      "\n",
      "352 What is the Illinois state flower ? ENTY ['DESC:def'] {'sv_not_present': 1, u'lat/flower/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.0026476245298279427, -0.0081109330446963064, -0.025601259804236033, -0.04304292927196645, -0.080106846825524367, -0.064713595695646858, -0.022139696869711675, -0.0066425552871393423, -0.0047834317962684022, -0.04399452092589605, -0.0014770478914685992, -0.012547625238685781, -0.019952512483201748, -0.030325471734421364, -0.0030414840078478614, -0.002982299467495288, -0.0029294231764208896, -0.078631808272831935, 0.96547948476579193, -0.012497519025160737, -0.0014215552507093182, -0.011969235534934935, -0.010857279000555177, -0.002125555089484497, -0.012476984452784839, -0.020017167091915072, -0.010727699441917376, -0.0038869921894889477, -0.0022366255690868379, -0.039129009749923588, -0.2371076393436348, -0.0060351087512253562, -0.0094069447625881528, -0.0082950477155172148, -0.0048829922083950287, -0.041990710964951682, -0.0045315571984235452, -0.0020806311417913225, -0.0064939093421035503, -0.016689292937253443, -0.003276490200034891, -0.010411667015882734, -0.0021513854828162978, -0.0075103637593569887, -0.0056710276038255897, -0.0089327580384077811, -0.0021688900862617132, -0.0027247370099472957, -0.0014885638995499292, -0.0026130785845756644]]\n",
      "\n",
      "356 What is the speed of light ? NUM ['DESC:def'] {'sv_not_present': 1, u'lat/speed/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.021407107742062316, -0.045819747308877008, -0.51278428903988682, -0.16804284508368963, -0.057820184157339728, -0.12896713661236051, -0.084545174840228512, -0.013511937044382796, -0.017250059259727647, -0.080307169461458328, -0.0022213330806993802, -0.044160603688948669, -0.030202717450240949, -0.061785929054400272, -0.0031460156632604716, -0.012000722128640454, -0.0096481496407392932, -0.13378605580166808, -0.010595806992463411, -0.030780483276397878, -0.0050630621825946166, -0.031837948359034848, -0.030210155106794371, -0.019151830985466547, -0.018071715773933683, -0.04746987490451221, -0.020185330628998962, -0.022252283402367793, -0.057083305768949009, -0.087829458489315601, -0.35038996802309808, -0.025745406930312052, -0.027634045675039073, -0.025992693877651182, -0.023270863571276081, -0.18509161624860729, -0.021876277106682916, -0.010184427296103095, -0.03937509745954168, -0.042165097992548445, -0.046759995461934593, -0.050272001856953782, -0.0055439130853110249, -0.065760790816560527, -0.028388611911344175, -0.027727471048718318, 2.8225952118089026, -0.0098945870346124638, -0.017047934950043385, -0.011535978533126748]]\n",
      "\n",
      "357 What is the width of a football field ? NUM ['DESC:def'] {'sv_not_present': 1, u'lat/width/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], 'Not present']\n",
      "\n",
      "358 Why in tennis are zero points called love ? DESC ['ENTY:termeq'] {'sv': u'called'}\n",
      "Class coeficients for LATs and SV:[[-0.097666039602102739, -0.25959923657039863, -0.041869278693423599, -0.85190649958229159, -1.2035076836082517, 0.69782143774824579, 0.69715127653517195, 0.53458657482394922, -0.16581086097868089, 0.24673303223093646, -0.056807823603128776, 0.82167214525190069, 0.44252912020568019, -0.14859432689900687, -0.11112076789283823, -0.10902727790992461, -0.10731823465720396, -1.2040717433062889, -0.17229393803946386, -0.36185386613469239, -0.054792790985547284, 0.12504795674948097, -0.32464955784783495, -0.079769521790012843, 0.28586754197984288, 2.6282197540544301, -0.32228193578359171, -0.13808191602584099, -0.17578263155393073, 0.66251486100430468, -0.12099782905529352, 0.54261666687350019, 0.056230629463284422, -0.10058221832904247, -0.16860620177876345, 0.068626251014561906, -0.15913937007456791, -0.078246271116801949, -0.02683202832523502, -0.35634532564438748, 0.70126637853759821, -0.38148879413963371, -0.080846071483412468, -0.24105820593290123, -0.19156941385720935, -0.27879622796680115, -0.081354899551382032, -0.10048993686658958, -0.057069310247078578, -0.10065559063934156]]\n",
      "\n",
      "362 What is the only artery that carries blue blood from the heart to the lungs ? ENTY ['HUM:ind'] {u'lat/artery/LAT': 1, 'sv': u'carries'}\n",
      "Class coeficients for LATs and SV:['Not present', [-0.0051279044609372744, -0.015780292787319065, -0.048497420593779456, -0.08641382713597752, -0.16100842259531964, -0.12816740886740444, -0.042982705322803294, 0.96548690740136478, -0.0092764347141923824, -0.086448283641270871, -0.0028651658179487962, -0.02434796822940509, -0.039147479485421181, -0.059273867444901117, -0.0059012023867135973, -0.0057824026806626606, -0.0056806388886497926, -0.15791700338403691, -0.0096930837508551766, -0.024281964588863909, -0.0027565299917128062, -0.023254788246981371, -0.021125257737472928, -0.0041167846079423285, -0.024276724610770798, -0.038923130169847907, -0.020853484319667052, -0.0075315194872788861, -0.0043168153721378343, -0.076615582540412341, 0.31286205720491994, -0.011759226655486951, -0.018242468313826466, -0.016086295013841602, -0.0094647564032678631, -0.081891281380632133, 0.13281898687304614, -0.0040332704131655602, -0.01257572689795794, -0.023789093596707483, -0.0063326475376290431, -0.020178626803328711, -0.0041725529047088967, -0.014515496399387423, -0.010990802977819496, -0.017334958099718245, -0.0042044642391613866, -0.005283025142390734, -0.0028832547501395065, -0.0050659100894770845]]\n",
      "\n",
      "363 How often does Old Faithful erupt at Yellowstone National Park ? NUM ['HUM:ind'] {u'lat/often/LAT': 1, 'sv': u'erupt'}\n",
      "Class coeficients for LATs and SV:[[-0.0079822526689349513, -0.024112548114067513, -0.073283663436454857, 0.63461400528048273, -0.21386392277868224, -0.17536504336809489, -0.063918783103633386, -0.01974673957375318, -0.01434245035807391, -0.12207949964817222, -0.0044668926143925196, -0.051155446668472854, -0.057987491746717419, -0.086220136889515228, -0.0091595536948593272, -0.0089825738151070988, -0.0088250742097462816, -0.20998863943761095, -0.014967658526125608, -0.036792777242605192, -0.0042999485324298342, -0.035279002405928767, -0.032074416069009425, -0.0064172004409980693, -0.036732232063344916, -0.057885066689138877, -0.031708171136117021, -0.011680687317235662, -0.0067508074638080555, -0.10857978369735061, -0.51947563838528976, -0.018018754405089713, -0.02789121925617543, -0.025234726087130489, -0.014590915470958617, -0.13491720387257078, -0.014277753456762578, -0.0062816301305972455, 0.92179075797919652, -0.061276222674707892, -0.0098618483348144031, -0.030804938765666579, -0.0064817724583049081, 0.91797623584152865, -0.016965344095354148, -0.026514943292132612, -0.0065467512259174956, -0.0082131852177478749, -0.0045014371146877364, -0.0078782511469208914], [-0.0003579060724921231, -0.0060341432977994167, -0.00097978501890525122, -0.032400685385330676, -0.0045905752671715986, -0.0067670879829241724, -0.0019594185319998588, -0.0008297490794418619, -0.00061775160758540618, -0.0031954241093702794, -0.00021396755149507893, -0.0013308431150936314, -0.0056158133513646794, -0.0025689940265212733, -0.00042074410255679777, -0.00040660474869764557, -0.00040012395188675307, -0.014949910270762956, -0.00064735988944133105, -0.0013701809690297669, -0.00020526942422992756, -0.0013148832102193937, -0.0036479803341286816, -0.00029190334639933688, -0.0013840746599253723, -0.0051880831179550854, -0.0012251019400906754, -0.00050916110986883696, -0.0002865070732855324, -0.0029019148525886058, -0.045262872654058123, -0.0066917846351005209, -0.0010872788717102176, -0.0009804676765340567, -0.00062399255192734072, -0.0064901391202233918, -0.0005844309100262123, -0.000291098984034054, -0.00077431806599675458, 0.17110271565575788, -0.00041709504053268678, -0.0011506169689313444, -0.00030360181886352887, -0.00084756888698643627, -0.00070666461166417696, -0.0010320228259251539, -0.00030196735522949495, -0.00037554560695096737, -0.0002094036797225392, -0.0003598979927786119]]\n",
      "\n",
      "365 What is the elevation of St. Louis , MO ? NUM ['DESC:def'] {'sv_not_present': 1, u'lat/elevation/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], 'Not present']\n",
      "\n",
      "369 What soviet seaport is on the Black Sea ? LOC ['DESC:def'] {'sv_not_present': 1, u'lat/seaport/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.0070169666790947756, -0.021356497478734457, -0.065031483113090413, -0.10888891878724916, -0.18905688158814327, -0.155578504615979, -0.056575038760329335, -0.0174671786845635, -0.012625224364610305, -0.10855062916437368, -0.0039233851867353101, -0.032626278223717442, -0.051492898823102116, -0.076426387572058677, -0.008058446478441162, -0.0079008042563022199, -0.0077604689404535201, -0.18642312957929183, -0.013177001109871994, -0.032478533868743796, -0.0037764677154074541, -0.031152857183446778, -0.028375545368940908, -0.0056393886502082722, -0.032446469764187462, -0.051505164918009459, -0.027989777997172682, -0.010278090692094741, -0.0059321665654937803, -0.1259969678628946, -0.30568143299131967, -0.015966920647164748, 2.2159990235286489, -0.021739824244534953, -0.012885312666327621, -0.18428569886089755, -0.01196434869261568, -0.0055219818170732394, -0.017079806113382303, -0.031903895665451355, -0.0086749015087441619, -0.027176198637383107, -0.0057080664198631446, -0.01971640252969023, -0.014943831297874331, -0.023384659986708099, -0.0057551489277732426, -0.0072207176816658789, -0.0039549661033508503, -0.0069273547440854991]]\n",
      "\n",
      "371 What currency do they use in Brazil ? ENTY ['HUM:ind'] {u'lat/currency/LAT': 1, 'sv': u'use'}\n",
      "Class coeficients for LATs and SV:[[-0.0066027264424259593, -0.0075301676753384717, -0.018844829919738078, -0.029480827849256718, -0.065090702889858923, -0.057576728080534025, -0.013984871382963568, -0.006277152237036291, -0.013141960847524557, -0.044653243223328455, 0.92688978647130205, -0.037694808556622834, -0.021743258708153121, -0.032770282106513719, -0.003105786350899547, -0.003063910343276223, -0.003013499331217397, -0.14391413611126119, -0.004820368467787127, -0.019159111925012351, -0.0015192533430916004, -0.0095316163411107782, -0.014615459108251688, -0.0022313197758756544, -0.072645772185246676, -0.011219896875899121, -0.017731144132413272, -0.0054919042117541972, -0.002343836254168469, -0.074398578266935897, -0.063967687289822175, -0.0058151525539610165, -0.0091076706386152839, -0.0075412192269578909, -0.0047912755652098314, -0.016224009413700235, -0.0044973177679332298, -0.0021842374389063491, -0.0076082165369814308, -0.010579495979073289, -0.0033481917592318401, -0.014745032637766631, -0.0022496251476472385, -0.0070306547694021044, -0.0054952442816729357, -0.0081319473661261282, -0.0022725012552673681, -0.0028176252764345036, -0.0015876049501377901, -0.0026979236729579733], [-0.049162909353594846, -0.12689008128905629, -0.32331081931939049, -0.62665170667447712, -0.069829005700223046, -0.64114803409253041, -0.31525197539417349, -0.10744603919427481, 0.14215918484921766, -0.49927824682829958, -0.025999425099809261, -0.20032985040271012, 0.41623169357924922, -0.017547253306679719, 0.83097915476132211, -0.051065573908670177, -0.050252447701636518, 0.39746555283086321, -0.082855115620695294, 0.86124296604724337, -0.025075787085254601, -0.17915840314352535, 1.5687638812919984, -0.036843312387771464, 0.78007904514477655, -0.012837493405899894, -0.16326814058247599, 0.82922348763724296, -0.038176724314384645, -0.46828050432274609, -0.29878383839307054, -0.098331465237665977, -0.14570306102592517, -0.069882448703122241, -0.08079879855363778, -0.47052151019612359, -0.076074336197732989, -0.10177116480140255, 0.69353426676566132, -0.18228823461764163, -0.055160211060658312, -0.20551240958444678, -0.037448312426966106, -0.19687388574235865, -0.092580966233676038, -0.1392557432537391, -0.037667904994898305, -0.046908410114936232, -0.026106007231666038, -0.047351675409625246]]\n",
      "\n",
      "373 What is mad cow disease ? DESC ['ENTY:dismed'] {u'lat/disease/LAT': 1, 'sv_not_present': 1}\n",
      "Class coeficients for LATs and SV:[[-0.027752856761054909, -0.062563312633406296, -0.52598909149191864, -0.24077151925233917, -0.25257798206537663, -0.39174757593065307, -0.14058199486005826, -0.028951553159395512, -0.02981476198257622, -0.17025611524735418, -0.011444653353930415, 4.6174180724408558, -0.075922771028723857, -0.13312419142709001, -0.01053652844101571, -0.018825032880628062, -0.016442521250970454, -0.29145287270932274, -0.022288335166796323, -0.06000577024081849, -0.0083886647089742618, -0.057951998775728299, -0.055191068329414297, -0.02356446641434427, -0.05949500418887789, -0.089243720418045583, -0.046276814700290991, -0.031035523078740666, -0.060078601133131113, -0.18006831652189328, -0.53760520135552425, -0.039064845832217518, -0.048643073581335794, -0.044411096401303293, -0.033997330146026676, -0.25010063182298065, -0.03187384113704235, -0.014895338770985513, -0.053337480956577143, -0.068286876701643115, -0.052575158646707899, -0.072556406274787252, -0.010635997242740254, -0.079802701366828627, -0.040651264082980566, -0.047522555442877645, -0.015417203941081131, -0.016182967864910493, -0.020042588593002696, -0.017471894126434705], [0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678]]\n",
      "\n",
      "382 What birthstone is turquoise ? ENTY ['DESC:def'] {'sv_not_present': 1, u'lat/birthstone/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.011130515939587835, -0.024088405605660571, 0.36514393628857555, -0.093145531994257846, -0.030567307340109026, -0.070318724180027298, -0.04523157782816109, -0.0069989695705844597, -0.0089521432068686776, -0.042883948027169737, -0.0011444494263525577, -0.023201679198285412, -0.015765487990421993, -0.032720257093559101, -0.0016219097353162969, -0.006212348321857639, -0.0049885696611776595, 0.82153523484528213, -0.0054811546790162913, -0.016072283381159225, -0.0026116778871322775, -0.016633189423708495, -0.015770676095279691, -0.0099461473998294688, -0.0093806082942401205, -0.02497589766714322, -0.010488482701519228, -0.011574463364136945, -0.030164511054623842, -0.047055615658240631, -0.20786912504308538, -0.013413461932387178, -0.014409366088442109, -0.013542599165223898, -0.012110716536988005, -0.10330954495993248, -0.011376360776666573, -0.0052673525260369695, -0.020643566142065802, -0.022134167767715682, -0.024598468509821815, -0.026489961538431212, -0.0028608019336697301, -0.034893428927101303, -0.014807401956880798, -0.014458769998739839, -0.0054344039016782737, -0.0051163063066031614, -0.0088461966499604229, -0.0059706377470006107]]\n",
      "\n",
      "392 What is a baby lion called ? ENTY ['ENTY:termeq'] {'sv': u'called'}\n",
      "Class coeficients for LATs and SV:[[-0.097666039602102739, -0.25959923657039863, -0.041869278693423599, -0.85190649958229159, -1.2035076836082517, 0.69782143774824579, 0.69715127653517195, 0.53458657482394922, -0.16581086097868089, 0.24673303223093646, -0.056807823603128776, 0.82167214525190069, 0.44252912020568019, -0.14859432689900687, -0.11112076789283823, -0.10902727790992461, -0.10731823465720396, -1.2040717433062889, -0.17229393803946386, -0.36185386613469239, -0.054792790985547284, 0.12504795674948097, -0.32464955784783495, -0.079769521790012843, 0.28586754197984288, 2.6282197540544301, -0.32228193578359171, -0.13808191602584099, -0.17578263155393073, 0.66251486100430468, -0.12099782905529352, 0.54261666687350019, 0.056230629463284422, -0.10058221832904247, -0.16860620177876345, 0.068626251014561906, -0.15913937007456791, -0.078246271116801949, -0.02683202832523502, -0.35634532564438748, 0.70126637853759821, -0.38148879413963371, -0.080846071483412468, -0.24105820593290123, -0.19156941385720935, -0.27879622796680115, -0.081354899551382032, -0.10048993686658958, -0.057069310247078578, -0.10065559063934156]]\n",
      "\n",
      "404 How long is the Columbia River in miles ? NUM ['NUM:period'] {u'lat/long/LAT': 1, 'sv_not_present': 1}\n",
      "Class coeficients for LATs and SV:[[-0.04853676093875476, -0.1164381246213249, -0.67962111788188406, -0.42963457865367655, -0.53220301892329647, -0.49129210919521865, -0.24243583686502862, -0.068390153793434313, -0.059450099867507974, -0.34828273858031028, -0.015119421899182766, -0.14290434149403825, -0.17411300283808415, -0.26948154838684907, -0.028802714120411559, -0.039363844527748583, -0.036048550324013606, -0.60117464147242294, -0.052894855747944121, -0.12786072310364838, -0.018314352807198727, -0.12548869833027385, -0.116743753086854, -0.041721176654927798, -0.14024970762726799, -0.19119337789824006, -0.10474669084364845, -0.058883478384429228, -0.089644178442636877, -0.3390924623181692, -0.90997088146222738, -0.078694938685850882, -0.10729579630485865, -0.095942078993270966, -0.067328736615627216, -0.57705284600019957, -0.064091824173548348, -0.030068392564600716, -0.111010255805206, -0.19603841757094356, 3.377366486581924, -0.12941237071994205, -0.024746444575597996, -0.15414469050695834, -0.079263664734094838, 5.1136913480517867, -0.031171749693906223, -0.034770768003743943, -0.034109525250732527, -0.035818393343971529], [0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678]]\n",
      "\n",
      "414 What is the state flower of Michigan ? ENTY ['DESC:def'] {'sv_not_present': 1, u'lat/flower/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.0026476245298279427, -0.0081109330446963064, -0.025601259804236033, -0.04304292927196645, -0.080106846825524367, -0.064713595695646858, -0.022139696869711675, -0.0066425552871393423, -0.0047834317962684022, -0.04399452092589605, -0.0014770478914685992, -0.012547625238685781, -0.019952512483201748, -0.030325471734421364, -0.0030414840078478614, -0.002982299467495288, -0.0029294231764208896, -0.078631808272831935, 0.96547948476579193, -0.012497519025160737, -0.0014215552507093182, -0.011969235534934935, -0.010857279000555177, -0.002125555089484497, -0.012476984452784839, -0.020017167091915072, -0.010727699441917376, -0.0038869921894889477, -0.0022366255690868379, -0.039129009749923588, -0.2371076393436348, -0.0060351087512253562, -0.0094069447625881528, -0.0082950477155172148, -0.0048829922083950287, -0.041990710964951682, -0.0045315571984235452, -0.0020806311417913225, -0.0064939093421035503, -0.016689292937253443, -0.003276490200034891, -0.010411667015882734, -0.0021513854828162978, -0.0075103637593569887, -0.0056710276038255897, -0.0089327580384077811, -0.0021688900862617132, -0.0027247370099472957, -0.0014885638995499292, -0.0026130785845756644]]\n",
      "\n",
      "418 Who is the congressman from state of Texas on the armed forces committee ? HUM ['DESC:def'] {'sv_not_present': 1, u'lat/congressman/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.0012787452738912562, -0.0038986175446946215, -0.011995200033584235, -0.037253169461408185, -0.035323396934652418, -0.028931923843579996, -0.010357146676556402, -0.0031824501525043718, -0.0023032019774700302, -0.019917348286136713, -0.00071615465367119409, -0.0058713235902727355, -0.0094134560912096862, -0.014013790564231543, -0.0014688445267624713, -0.0014408732645806487, -0.0014155218685048027, -0.034942765284615485, -0.0024037418949365489, -0.005917072746969604, -0.00068929903671117846, -0.0056870840578484025, -0.0051806055603150682, -0.0010289982002844136, -0.0059234123362610592, -0.013314447754231335, -0.0051087731470234468, -0.0018747776859595166, -0.0010830461008408633, -0.020847074484664222, 0.37451798900333566, -0.0029118725370502023, -0.0044904873888067139, -0.0039676123017144075, -0.0023480836483629371, -0.033357380214889945, -0.0021836881110773717, -0.0010070935220781198, -0.0031170901816295351, -0.0058240283215637168, -0.0015823249214224346, -0.0049631084193342192, -0.0010406282671088867, -0.0035971519276956163, -0.0027255391895016877, -0.0042676668491888605, -0.0010496253384654031, -0.0013172528800957303, -0.00072164830777610882, -0.0012634436412015003]]\n",
      "\n",
      "421 What are Canada 's two territories ? LOC ['DESC:def'] {u'lat/territories/LAT': 1, 'sv_not_present': 1, u'lat/territory/ImplicitQLAT': 1}\n",
      "Class coeficients for LATs and SV:['Not present', [0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], 'Not present']\n",
      "\n",
      "422 What was the name of the plane Lindbergh flew solo across the Atlantic ? ENTY ['HUM:ind'] {u'lat/plane/LAT': 1, 'sv': u'flew'}\n",
      "Class coeficients for LATs and SV:['Not present', [-0.001263075709283315, -0.0037339502628538426, -0.0057635079404696867, -0.017460318731379078, -0.041917265692282928, -0.028768509304078097, -0.0096774685011597281, -0.0032541588034232325, -0.0023138366663079837, -0.020364764257766007, -0.00073449972565751704, -0.0058218940901098876, -0.0097630785081157818, -0.014123587761646935, -0.0015138198227241171, -0.0014548343040748837, -0.0014360844008462967, -0.035945197910717222, -0.0024542439808911713, -0.0059686870693821522, -0.00070209496706586966, -0.0056980084249913252, -0.0051830112628865393, -0.0010180811337575006, -0.0061288093725241953, -0.021588961132160606, -0.0052238638008046548, -0.0018557742377447084, -0.00098770563990862692, -0.03716177301056476, 0.38504789573634135, -0.0028866631004632686, -0.0044938277141051124, -0.0039667728622563769, -0.0023304749418107812, -0.016097687691231995, -0.024348392336106958, -0.0010170554347905078, -0.0030025448661188938, -0.0057143155754163007, -0.0014807765755397763, -0.0047457834245631372, -0.0010629043805708304, -0.0032923811894655089, -0.0026814123643178361, -0.0042619846121258118, -0.001059513217636114, -0.0013343583529959928, -0.00071556866169686525, -0.0012746120095495517]]\n",
      "\n",
      "425 What monastery was raided by Vikings in the late eighth century ? ENTY ['HUM:ind'] {u'lat/monastery/LAT': 1, 'sv': u'raided'}\n",
      "Class coeficients for LATs and SV:['Not present', 'Not present']\n",
      "\n",
      "431 What is the name given to the Tiger at Louisiana State University ? ENTY ['DESC:def'] {'sv_not_present': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678]]\n",
      "\n",
      "438 What does the abbreviation SOS mean ? ABBR ['DESC:def'] {u'lat/sos/LAT': 1, 'sv': u'mean'}\n",
      "Class coeficients for LATs and SV:['Not present', [-0.033480735276424596, 3.6326465520029032, 5.0864893198187469, -0.4518206411610492, -0.61575795211812523, -0.63472128983299592, -0.23763195541688678, -0.079141147589340044, -0.058012404984589191, -0.51809379753275275, -0.01999927611212109, -0.14385593333850866, -0.2157960828053859, -0.29155130499775261, -0.038081925950769001, -0.03710550104591611, -0.03968054674587717, -0.70202918145759918, -0.06073605848324503, -0.13874589125307107, -0.018202077166574099, -0.13353800517833578, -0.12632501208600427, -0.026583354384686699, -0.13931889669757919, 0.29377362972408555, -0.12190886796678496, -0.30481643386808827, -0.21643539188971911, -0.40546144688159991, -0.73985810521236384, -0.11414795745499409, -0.11286323654626979, -0.096287380014064533, -0.061930210818502938, -0.41064145981175004, -0.05496965905140009, -0.064689070195539974, -0.12044182694155413, -0.82718114423881794, -0.039550481628761999, -0.11677175377316977, -0.027251741468479338, -0.13407511185365706, -0.067576475611800108, -0.10290011317010377, -0.0273240946899297, -0.034118752796551341, -0.018806922878209918, -0.032692891168039494]]\n",
      "\n",
      "441 What gasses are in the troposphere ? ENTY ['DESC:def'] {u'lat/gasses/LAT': 1, 'sv_not_present': 1, u'lat/gas/ImplicitQLAT': 1}\n",
      "Class coeficients for LATs and SV:['Not present', [0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], 'Not present']\n",
      "\n",
      "443 What is the scientific name for elephant ? ENTY ['DESC:def'] {'sv_not_present': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678]]\n",
      "\n",
      "445 What breed of hunting dog did the Beverly Hillbillies own ? ENTY ['HUM:ind'] {'sv': u'own', u'lat/breed/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[-0.001770461875465519, -0.0052918180577489326, -0.012003375571227765, -0.025546651954780255, -0.047556133262461581, -0.037614630830992576, -0.013674420747189119, -0.0044225959814525474, -0.0031897739423667089, -0.02620894835968152, -0.0010041584255259094, -0.0080802663308891069, -0.012870378413674447, -0.018763093634728365, -0.0020571418247973404, -0.0020065106452332956, -0.0019735907110073349, -0.045592624450950955, -0.0033290026967587819, -0.0081181031538901677, -0.00096520147919339271, -0.0077766455988267022, -0.0070566604046911202, -0.0014257029309806134, -0.0081614011088068077, -0.012705533359594375, -0.0070417550716000785, -0.0025889886653691395, -0.0014591062882244284, -0.023653426022449332, -0.0675652350342823, -0.0040079391593560321, -0.0061610887497533977, -0.0054532783624754678, -0.0032415829117849629, -0.02299169491429158, -0.0030159300746263372, -0.0014040034409941516, 0.096932358819097342, -0.0079030472050907359, -0.0021468422323162807, -0.060921773787235789, -0.0014564930928941539, -0.0048108226228268311, 0.46215189665794865, -0.0058509536359331975, -0.0014630632078066566, -0.001836548367869101, -0.0010021554891146286, -0.0039437013878362353], [-0.0064684092399206914, -0.014074303570426119, -0.2074140662247253, -0.055934016692297014, -0.017907541481194722, -0.041849571533432335, 0.93054611023624711, -0.0040605374246274238, -0.0051976511620399927, -0.025248742106675697, -0.00066236060228934716, -0.013551424412949176, -0.0091799778773445743, -0.019185353052972316, -0.00093879740577881062, -0.0036028356725121878, -0.0028917865439593566, -0.043561967791950762, -0.0031779269857732132, -0.0093598163892922841, -0.0015125691766414745, -0.0096886175297172805, -0.0091830259622197041, -0.0057776349514963455, -0.005447689596388419, -0.014598191492354267, -0.0060937874330337805, -0.0067276335708575108, -0.017668112865230026, -0.027751195397725564, -0.13005898406009472, -0.0078027146473466681, -0.0083854606022260199, -0.007878493851418927, -0.0070409467676709617, -0.062278762315876292, -0.006612160476206645, -0.0030537054860660098, -0.012044913588196024, -0.012922190251075679, -0.014375442111872784, -0.015493337270595691, -0.0016569058807689291, -0.020478391097584026, -0.0086186062292696267, -0.0084143589876388911, -0.0031508002225166614, -0.0029660551207872222, -0.0051359779662327795, -0.0034623591569739663]]\n",
      "\n",
      "446 What is the rainiest place on Earth ? LOC ['DESC:def'] {'sv_not_present': 1, u'lat/place/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.0018980868786510562, -0.0056719459186269335, -0.017107009419735059, -0.026869992029985742, -0.048342102522223165, -0.03840946261266865, -0.016874710517904616, -0.0046545096763433965, -0.0033927966331147967, -0.025916752406098972, -0.001064868535603727, -0.0085198052610150222, -0.013389493551370589, -0.018933475764035018, -0.0021689598538140887, -0.002133727551454028, -0.002096058029038388, -0.043846743838377278, -0.003500836699149106, -0.0083898893795226401, -0.0010252648988647085, -0.0079543851199279786, -0.0074070912485796093, -0.0015276700383402549, -0.0085652552474564676, -0.013410531630735434, -0.0073698523490086272, -0.0027694464576173976, -0.0015188258137862553, -0.02401499948517867, -0.14178678643839393, -0.0042236414763609986, -0.0085336690484889496, -0.0057905240188885279, -0.0034534949052731703, 0.61440507959526847, -0.0037550547769800106, -0.0014952031255089499, -0.0066815016393438897, -0.028746602729800431, -0.0021094233494817374, -0.0060795315405411908, -0.0015429406933931405, -0.0052684448218433058, -0.0040071566363408173, -0.015745826166258699, -0.0015579862041989617, -0.0019517542563934696, -0.0010735245577801725, -0.0018574638417706928]]\n",
      "\n",
      "452 What is the active ingredient in baking soda ? ENTY ['DESC:def'] {'sv_not_present': 1, u'lat/ingredient/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.0066593499790435027, -0.014487144049205829, -0.21255770413659278, -0.057512869377173176, -0.018430755311125559, -0.043046437251367559, -0.027428742820141936, -0.0041807034478162711, -0.005351289941621447, -0.025981539765401358, -0.00068202018527533271, -0.013948984522542628, -0.0094504101998725051, -0.019745423403701126, -0.00096666076624691763, -0.0037094879950535903, -0.0029774830209333162, -0.044805451501256484, -0.0032720578618580689, -0.0096354458449487441, -0.0015574563553085328, -0.0099738458572749024, 0.97429702248760341, -0.0059483503915408204, -0.0056087074079661367, -0.015026181778254225, -0.0062737765270672692, -0.006926197796494035, -0.018184581566907186, -0.028554827139575613, -0.13349949432485331, -0.0080327253117918572, -0.0086326292831167897, -0.0081108281161735019, -0.007248645932181658, -0.064026606571727929, -0.0068073741896784628, -0.0031441747613232579, -0.012398687255911579, -0.013301432752924809, -0.014796751379872054, -0.015946890539618775, -0.0017060473153386255, -0.021075190855424093, -0.0088725625778900107, -0.008662381624291773, -0.0032441409910952419, -0.0030539599771654442, -0.0052877596651548595, -0.0035648528605028785]]\n",
      "\n",
      "454 How cold should a refrigerator be ? NUM ['DESC:def'] {u'lat/cold/LAT': 1, 'sv_not_present': 1}\n",
      "Class coeficients for LATs and SV:['Not present', [0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678]]\n",
      "\n",
      "460 What did Jesse Jackson organize ? HUM ['HUM:ind'] {u'lat/person/LAT': 1, 'sv': u'organize'}\n",
      "Class coeficients for LATs and SV:[[-0.14219166374450104, 0.010650349181893417, -0.472901063083423, 0.17468458477006835, -0.82328643001818491, 0.86181614206319157, 0.048477949072803179, -0.16042245389720974, -0.15352230678411866, 1.2076669794023585, -0.03538791958299279, -0.35020718196622957, -0.35705326952457545, -0.51761723940613946, -0.080373421852619684, -0.10531379559956622, -0.092713645724973745, 0.48990548911188969, -0.12822463843004919, -0.29898850064528548, -0.049061406213785491, -0.29643654108605866, -0.35887692293994533, -0.12565963007512004, -0.25382177093516101, -0.53854954395563626, -0.23886773996651128, -0.15960686557287115, 4.0425787413162446, -0.1463371801049014, 1.4081200540890801, 1.3514095847824736, -0.24424117352082125, -0.2253721933754714, -0.17710441535142873, -0.3952588552297468, -0.16703547775181979, -0.083421780248903801, -0.2594415966655701, -0.32740443335321029, -0.25354157797258092, -0.32745289334921457, -0.062116333640508406, -0.35760965802028744, -0.20591760856787281, -0.24153094296320418, -0.086355163683361491, -0.091124206821504156, -0.10776958322683201, -0.097190848937799487], 'Not present']\n",
      "\n",
      "462 What is the National Park in Utah ? LOC ['HUM:gr'] {'sv_not_present': 1, u'lat/organization/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.074683281689683703, 1.940614400901743, -0.32578045096948388, -0.51740443934257552, -0.52382693849558426, -0.55217201980420427, 0.35884427351929876, -0.080322769642274347, -0.076864178298086935, 0.18036239110976998, -0.016933546303575315, -0.18414079687113097, -0.21014609703204418, -0.30671128997196778, -0.030705982152433149, -0.053507391900308308, -0.046013921748145864, -0.079124756971938368, -0.062516372237154227, -0.15363109211993964, -0.023783857987927079, -0.15308754776565386, -0.14335719149424239, -0.063671085030559349, -0.12933824397275584, 0.51672589539822622, -0.13176707987328817, -0.082613328585757664, -0.15175943827519858, 2.2651636469518119, -0.07393934148613264, -0.10452753374951632, -0.12961635394112114, -0.11995671545537963, -0.092445849638049402, 0.036979261431414522, -0.086037659898688473, -0.041365219926610658, 0.6723883952288876, -0.17750933405928035, -0.13495445465935837, -0.18223335712659242, -0.030293896808446959, -0.19895121220380399, -0.1081945010525818, -0.12655568913355378, -0.042797847818156626, -0.045201003730885585, -0.054196041310977862, -0.04843915400610032]]\n",
      "\n",
      "463 What is Susan B. Anthony 's birthday ? NUM ['DESC:def'] {'sv_not_present': 1, u'lat/birthday/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.013308745384626459, -0.028737725288211915, -0.36627717019531886, -0.10981867859321216, -0.036421763211774268, -0.083219217902960871, -0.053755826278348247, -0.0083757927644159645, -0.010708331624354781, -0.0509863965371362, -0.0013711712981892231, -0.027682185043045746, -0.018836671542339041, -0.03897382618500933, -0.0019428356870137779, -0.0074349703964017794, -0.0059724822950808255, -0.086476827268004458, -0.0065613226922872246, -0.019201760443748189, -0.0031284857413528752, -0.019869306674312113, -0.018842271726830544, -0.011896693532995021, -0.011220984895067709, -0.029791116025543022, -0.01254306528116547, -0.013838533438160622, -0.035946156627643687, -0.055906230457822503, -0.24107776962527691, -0.016031904330351159, -0.017219213880498605, -0.016186993569763275, -0.014477851188678659, -0.12160487247477694, -0.013602974958957263, -0.0063057948310574468, -0.024641394583297248, 1.8314232962221844, -0.029340650018018579, -0.031585835410799172, -0.00342646895955291, -0.041543243718684057, -0.017694136170066571, -0.017278365831498249, -0.0065056172547617239, -0.0061254435808154343, -0.010581855786527457, -0.0071463650164307457]]\n",
      "\n",
      "472 What currency does Luxembourg use ? ENTY ['HUM:ind'] {u'lat/currency/LAT': 1, 'sv': u'use'}\n",
      "Class coeficients for LATs and SV:[[-0.0066027264424259593, -0.0075301676753384717, -0.018844829919738078, -0.029480827849256718, -0.065090702889858923, -0.057576728080534025, -0.013984871382963568, -0.006277152237036291, -0.013141960847524557, -0.044653243223328455, 0.92688978647130205, -0.037694808556622834, -0.021743258708153121, -0.032770282106513719, -0.003105786350899547, -0.003063910343276223, -0.003013499331217397, -0.14391413611126119, -0.004820368467787127, -0.019159111925012351, -0.0015192533430916004, -0.0095316163411107782, -0.014615459108251688, -0.0022313197758756544, -0.072645772185246676, -0.011219896875899121, -0.017731144132413272, -0.0054919042117541972, -0.002343836254168469, -0.074398578266935897, -0.063967687289822175, -0.0058151525539610165, -0.0091076706386152839, -0.0075412192269578909, -0.0047912755652098314, -0.016224009413700235, -0.0044973177679332298, -0.0021842374389063491, -0.0076082165369814308, -0.010579495979073289, -0.0033481917592318401, -0.014745032637766631, -0.0022496251476472385, -0.0070306547694021044, -0.0054952442816729357, -0.0081319473661261282, -0.0022725012552673681, -0.0028176252764345036, -0.0015876049501377901, -0.0026979236729579733], [-0.049162909353594846, -0.12689008128905629, -0.32331081931939049, -0.62665170667447712, -0.069829005700223046, -0.64114803409253041, -0.31525197539417349, -0.10744603919427481, 0.14215918484921766, -0.49927824682829958, -0.025999425099809261, -0.20032985040271012, 0.41623169357924922, -0.017547253306679719, 0.83097915476132211, -0.051065573908670177, -0.050252447701636518, 0.39746555283086321, -0.082855115620695294, 0.86124296604724337, -0.025075787085254601, -0.17915840314352535, 1.5687638812919984, -0.036843312387771464, 0.78007904514477655, -0.012837493405899894, -0.16326814058247599, 0.82922348763724296, -0.038176724314384645, -0.46828050432274609, -0.29878383839307054, -0.098331465237665977, -0.14570306102592517, -0.069882448703122241, -0.08079879855363778, -0.47052151019612359, -0.076074336197732989, -0.10177116480140255, 0.69353426676566132, -0.18228823461764163, -0.055160211060658312, -0.20551240958444678, -0.037448312426966106, -0.19687388574235865, -0.092580966233676038, -0.1392557432537391, -0.037667904994898305, -0.046908410114936232, -0.026106007231666038, -0.047351675409625246]]\n",
      "\n",
      "475 What currency does Argentina use ? ENTY ['HUM:ind'] {u'lat/currency/LAT': 1, 'sv': u'use'}\n",
      "Class coeficients for LATs and SV:[[-0.0066027264424259593, -0.0075301676753384717, -0.018844829919738078, -0.029480827849256718, -0.065090702889858923, -0.057576728080534025, -0.013984871382963568, -0.006277152237036291, -0.013141960847524557, -0.044653243223328455, 0.92688978647130205, -0.037694808556622834, -0.021743258708153121, -0.032770282106513719, -0.003105786350899547, -0.003063910343276223, -0.003013499331217397, -0.14391413611126119, -0.004820368467787127, -0.019159111925012351, -0.0015192533430916004, -0.0095316163411107782, -0.014615459108251688, -0.0022313197758756544, -0.072645772185246676, -0.011219896875899121, -0.017731144132413272, -0.0054919042117541972, -0.002343836254168469, -0.074398578266935897, -0.063967687289822175, -0.0058151525539610165, -0.0091076706386152839, -0.0075412192269578909, -0.0047912755652098314, -0.016224009413700235, -0.0044973177679332298, -0.0021842374389063491, -0.0076082165369814308, -0.010579495979073289, -0.0033481917592318401, -0.014745032637766631, -0.0022496251476472385, -0.0070306547694021044, -0.0054952442816729357, -0.0081319473661261282, -0.0022725012552673681, -0.0028176252764345036, -0.0015876049501377901, -0.0026979236729579733], [-0.049162909353594846, -0.12689008128905629, -0.32331081931939049, -0.62665170667447712, -0.069829005700223046, -0.64114803409253041, -0.31525197539417349, -0.10744603919427481, 0.14215918484921766, -0.49927824682829958, -0.025999425099809261, -0.20032985040271012, 0.41623169357924922, -0.017547253306679719, 0.83097915476132211, -0.051065573908670177, -0.050252447701636518, 0.39746555283086321, -0.082855115620695294, 0.86124296604724337, -0.025075787085254601, -0.17915840314352535, 1.5687638812919984, -0.036843312387771464, 0.78007904514477655, -0.012837493405899894, -0.16326814058247599, 0.82922348763724296, -0.038176724314384645, -0.46828050432274609, -0.29878383839307054, -0.098331465237665977, -0.14570306102592517, -0.069882448703122241, -0.08079879855363778, -0.47052151019612359, -0.076074336197732989, -0.10177116480140255, 0.69353426676566132, -0.18228823461764163, -0.055160211060658312, -0.20551240958444678, -0.037448312426966106, -0.19687388574235865, -0.092580966233676038, -0.1392557432537391, -0.037667904994898305, -0.046908410114936232, -0.026106007231666038, -0.047351675409625246]]\n",
      "\n",
      "480 What was the name of the first U.S. satellite sent into space ? ENTY ['HUM:ind'] {'sv': u'sent', u'lat/satellite/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[-0.00017997850496338292, -0.00052966896163724874, -0.0014897137115053684, -0.0023747067249040776, -0.0038692076234580377, -0.0029373940442924129, -0.0012911204388452921, -0.00043744276835730618, -0.0003178582946384571, -0.0022605560090275564, -0.0001008939117929809, -0.00078594543819486323, -0.0011932415891097708, -0.0016511035358833532, -0.00020609607476224927, -0.00020222480515110519, -0.00019895446370589374, -0.0036398965893219759, -0.00032958423605957023, -0.00078199519102943973, -9.8044169915333226e-05, -0.00075479823845608592, -0.00054925430781483059, -0.00014540655897833047, -0.00077247989643177328, -0.0012125331277823323, -0.00068187364303443705, -0.00026149458798927882, -0.00015288479424172151, -0.030165336191140892, 0.069010996424299739, -0.00097462387916157566, -0.00060539232311894486, -0.00053886577488812114, -0.00032592042102972746, -0.0022628973405614118, -0.00030341381637386992, -0.0001423955288037491, -0.00042551074647253638, -0.00076357187196268738, -0.00022168104880591915, -0.00066781750227209221, -0.00014718725380374903, -0.00049135885298021815, -0.0003760488578476585, -0.0005785048024087926, -0.00014832302839537048, -0.00018543249079579061, -0.00010245237710497644, -0.00017791007508725893], 'Not present']\n",
      "\n",
      "481 What precious stone is a form of pure carbon ? ENTY ['DESC:def'] {'sv_not_present': 1, u'lat/stone/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], 'Not present']\n",
      "\n",
      "482 What kind of gas is in a fluorescent bulb ? ENTY ['ENTY:animal'] {u'lat/kind/LAT': 1, 'sv_not_present': 1}\n",
      "Class coeficients for LATs and SV:[[-0.1616031041519907, -0.32028635760136498, -1.42558743909928, -0.42696307830639202, -0.85749025260461809, -0.98155586812716222, 2.4039532026493822, -0.16569332756228766, -0.17112055768558695, -0.22861084925544478, -0.071068940740526457, 0.77247380269667631, -0.36559049970196272, 1.1045372668950857, 0.77067907920740841, -0.11360877525284314, -0.1003260145737518, 0.72980171199877664, 1.3633710825539811, 1.2518122317516913, -0.053370899573136669, 1.6558823096524209, 0.96851206260723222, -0.13989603163752903, -0.30355365934705891, -0.48845948470736467, 0.47059745214160742, -0.17790790298214276, -0.31182700078168923, 0.80338693619875823, -1.1245270127174849, -0.21636398988330155, -0.26611372217176332, -0.2446043175128034, -0.19237431948274572, -0.46555914333241022, -0.18338517446020433, -0.091658944878453663, -0.28383103459206793, -0.35925091848103402, -0.27929605889001335, -0.35820333687389344, -0.066735504946037097, -0.39269565733114348, -0.22428165174460135, -0.2608786471755129, -0.094727403459226797, -0.098940075787305543, -0.12086299907543031, -0.10619718186545576], [0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678]]\n",
      "\n",
      "487 How far away is the moon ? NUM ['DESC:def'] {'sv_not_present': 1, u'lat/away/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.0065998733910744116, -0.014358617338306442, -0.21095878955105712, -0.057021457445096201, -0.018267839349295139, -0.042673867456859631, -0.027188190128584609, -0.0041432823398645504, -0.0053034133854751326, -0.025753375735886548, -0.00067590309713954798, -0.013825255037288996, -0.0093661948842553733, -0.019571066046372248, -0.00095797519154654427, -0.0036762718068514898, -0.0029507760924694813, -0.044418435331877233, -0.0032427258584951176, -0.0095496364286870462, -0.0015434877938229868, -0.0098850497626871477, -0.0093692684248142862, -0.0058951943411904876, -0.0055585935857573165, -0.014892940713537228, -0.0062177365852807811, -0.0068643560429981088, -0.01802381294260836, -0.028304647052699059, -0.13242942855530759, -0.0079611348670924949, -0.0085556200605861679, -0.0080384928079413869, -0.0071839678801343693, -0.063482493271916587, -0.0067466266791644672, -0.0031159778223387022, -0.012288462924611268, -0.013183337509516184, 0.96082295500684289, -0.015805658366009313, -0.0016907492107370115, -0.020889344503063102, -0.0087935037961314588, -0.0085851198503171782, -0.0032150481707502901, -0.0030265708384667489, -0.0052404794759584369, -0.0035329052749216937]]\n",
      "\n",
      "488 What is the source of natural gas ? ENTY ['DESC:def'] {'sv_not_present': 1, u'lat/source/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.0063052973232924289, -0.013721725576555171, -0.20299763622667541, -0.054583655207569914, -0.017460481787772795, -0.040826383895600567, -0.025995919748107145, -0.0039579011392317535, -0.0050665098745880637, -0.024622575423673885, -0.00064556472283440925, -0.013211791538549211, -0.0089489848654767997, -0.018707087653335761, -0.0009150307097491832, -0.003511754055347269, -0.0028186753028359704, 0.89198822547795853, -0.0030975751740430135, -0.0091243893301280951, -0.0014742237734062344, -0.0094450156311815543, -0.0089520208969376281, -0.0056318185685409819, -0.0053101492380589537, -0.014232745049201327, -0.005940030607142736, -0.0065580587696612066, -0.017226836077724014, -0.027064429537005451, -0.12711031541412171, -0.007606215180925302, -0.0081743733674891437, -0.0076800651633961627, -0.0068635306099170288, -0.060783692698653073, -0.0064454497924326852, -0.0029765174156930665, -0.011742765999814825, -0.012598173888390182, -0.014015636336694526, -0.015105999423551748, -0.0016149479315890195, -0.019968575893176556, -0.0084016746143095386, -0.0082026051529871698, -0.0030711624320749033, -0.002891056793496603, -0.0050063206459697376, -0.0033748790190491007]]\n",
      "\n",
      "489 In what spacecraft did U.S. astronaut Alan Shepard make his historic 1961 flight ? ENTY ['DESC:manner'] {u'lat/spacecraft/LAT': 1, 'sv': u'make'}\n",
      "Class coeficients for LATs and SV:['Not present', [-0.030447064030017661, -0.087962689439241099, -0.22535297909123922, 0.66001516453566833, 0.85120083608271402, -0.49302695282319481, -0.21175606315048384, -0.075944208045780948, 0.27821644062976103, -0.37139261960541087, -0.017296038563560281, -0.13024810622213759, -0.2001732025136799, -0.27570443417898416, -0.034988798347408069, -0.034250215903565993, -0.033686097082528857, -0.1346677500032524, -0.056145036677178017, 0.6770586077052444, -0.016659732642333353, 0.63267950673195894, 0.29355784420074288, -0.024604795156456249, 0.67711145468869138, -0.19766554112476556, -0.11383545348240928, -0.044089173106720898, -0.025611613406687946, 0.2790422672227566, -0.64359466651822739, -0.067201796561865118, -0.10087563100181232, -0.089906363670697265, -0.056828864947089046, -0.25419405805443823, -0.051068716814113686, -0.024143521422862441, 0.50831115337499833, 0.053059873959373317, -0.037175010050993017, -0.36409511526600458, -0.026273212413886197, -0.082030553519830865, -0.063039659939646941, -0.096155129564730518, -0.025143401258990568, -0.031407712896157604, -0.017367919758957826, -0.044243250874570213]]\n",
      "\n",
      "496 What is the money they use in Zambia ? ENTY ['HUM:ind'] {u'lat/money/LAT': 1, 'sv': u'use'}\n",
      "Class coeficients for LATs and SV:[[-0.013006643184431994, -0.063876012505467678, 0.11103047935994012, -0.059956280482335013, -0.12575309219041425, -0.11102588669726231, -0.029466080556721074, -0.012996508306718901, -0.025631587785292644, -0.086745815232172785, 1.6968650477473557, -0.071587751214185869, -0.043571836778934898, -0.064790004957966357, -0.0064306818991113745, -0.0063407352565959755, -0.0062351991770938824, -0.25366870945001097, -0.0099906216100490094, -0.037888926207671224, -0.0031437076085172218, -0.019883292817364468, -0.02923307443009427, -0.0046172323626699355, -0.13273009278429926, -0.025917803890655625, -0.035009566590080948, -0.010953346383746553, -0.0047881798901097368, -0.13813993370931477, -0.12919035869868631, -0.011999595767980294, -0.018725395756332863, -0.015623508297810677, -0.0099168720393158633, -0.035694177662325764, -0.0093076655269204254, -0.0045080100022605804, -0.015447503868110781, -0.020994217215771036, -0.0069291912418667379, -0.029419566318530148, -0.0046564545408050466, -0.014496781105170338, -0.011373696974993365, -0.016829615509072776, -0.0047030109113655018, -0.0058309649170573026, -0.0032853216287435502, -0.0055850151648896952], [-0.049162909353594846, -0.12689008128905629, -0.32331081931939049, -0.62665170667447712, -0.069829005700223046, -0.64114803409253041, -0.31525197539417349, -0.10744603919427481, 0.14215918484921766, -0.49927824682829958, -0.025999425099809261, -0.20032985040271012, 0.41623169357924922, -0.017547253306679719, 0.83097915476132211, -0.051065573908670177, -0.050252447701636518, 0.39746555283086321, -0.082855115620695294, 0.86124296604724337, -0.025075787085254601, -0.17915840314352535, 1.5687638812919984, -0.036843312387771464, 0.78007904514477655, -0.012837493405899894, -0.16326814058247599, 0.82922348763724296, -0.038176724314384645, -0.46828050432274609, -0.29878383839307054, -0.098331465237665977, -0.14570306102592517, -0.069882448703122241, -0.08079879855363778, -0.47052151019612359, -0.076074336197732989, -0.10177116480140255, 0.69353426676566132, -0.18228823461764163, -0.055160211060658312, -0.20551240958444678, -0.037448312426966106, -0.19687388574235865, -0.092580966233676038, -0.1392557432537391, -0.037667904994898305, -0.046908410114936232, -0.026106007231666038, -0.047351675409625246]]\n",
      "\n",
      "498 What is the birthstone of October ? ENTY ['DESC:def'] {'sv_not_present': 1, u'lat/birthstone/LAT': 1}\n",
      "Class coeficients for LATs and SV:[[0.8233595878689226, 0.46641381403342919, 2.1502095225097295, 0.084541478537811368, -1.8063403005445271, -0.66825883488566296, 0.073668161165201348, -0.57732743661598562, 0.0048542967165369696, -0.73771347038773805, -0.87300209202461188, -0.017241033686076348, -0.90528613565904836, -0.60320086083007318, -1.2524152692271342, 0.11506283516851805, -0.087484490528419556, -0.87206362272939664, -0.53267501050753341, -0.38787869183118778, -0.0097477338291372135, -0.30799536840305131, -0.26330073889003697, 0.93068363506456109, -0.93184603196961813, -0.43569202330350748, -0.66178326706644697, 0.47531547321854284, 2.0084531337132074, -0.50760873651301264, -0.3808007368573797, 0.17181662494450622, -0.20497020507798216, -0.13831363769120286, 0.28945906198881721, 0.25243556548303236, 0.30149991369089374, 0.31172367282331137, 0.53975655679554668, -0.042404520014495871, 1.4143957659924855, 0.31069533642005109, -0.33422325223415927, 0.93120830309023273, 0.34096472640667169, -0.14854628594505626, 0.30068843143987983, 0.011927903758921934, 1.1700824567291424, 0.20890352969257678], [-0.011130515939587835, -0.024088405605660571, 0.36514393628857555, -0.093145531994257846, -0.030567307340109026, -0.070318724180027298, -0.04523157782816109, -0.0069989695705844597, -0.0089521432068686776, -0.042883948027169737, -0.0011444494263525577, -0.023201679198285412, -0.015765487990421993, -0.032720257093559101, -0.0016219097353162969, -0.006212348321857639, -0.0049885696611776595, 0.82153523484528213, -0.0054811546790162913, -0.016072283381159225, -0.0026116778871322775, -0.016633189423708495, -0.015770676095279691, -0.0099461473998294688, -0.0093806082942401205, -0.02497589766714322, -0.010488482701519228, -0.011574463364136945, -0.030164511054623842, -0.047055615658240631, -0.20786912504308538, -0.013413461932387178, -0.014409366088442109, -0.013542599165223898, -0.012110716536988005, -0.10330954495993248, -0.011376360776666573, -0.0052673525260369695, -0.020643566142065802, -0.022134167767715682, -0.024598468509821815, -0.026489961538431212, -0.0028608019336697301, -0.034893428927101303, -0.014807401956880798, -0.014458769998739839, -0.0054344039016782737, -0.0051163063066031614, -0.0088461966499604229, -0.0059706377470006107]]\n",
      "\n"
     ]
    }
   ],
   "source": [
    "#Error analysis\n",
    "testX[0]\n",
    "s = set()\n",
    "[s.add(e) for e in trainY]\n",
    "print (sorted(s))\n",
    "with open('data/test-data.tsv', 'r') as f:\n",
    "    for i, line in enumerate(f):\n",
    "        if (cfier.predict(testX[i]) != testY[i]):\n",
    "            splitted = line.replace(\"\\n\", \"\").split(\"\\t\")\n",
    "            idxs = []\n",
    "            for key in fdict[i]:\n",
    "                if (key == 'sv'):\n",
    "                    key = key + \"=\" + fdict[i][key]\n",
    "                idxs.append(Xdict.feature_names_.index(key) if key in Xdict.feature_names_ else 'Not present')\n",
    "            coefs = [[c[idx] for c in cfier.coef_] if idx != 'Not present' else 'Not present' for idx in idxs]\n",
    "            print (splitted[0], splitted[2], splitted[3], cfier.predict(testX[i]), fdict[i])\n",
    "            print (\"Class coeficients for LATs and SV:\" + str(coefs))\n",
    "            print ()\n",
    "            "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0 1756\tfactoid\tWhen is Fashion week in NYC?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, 'sv_not_present': 1, u'lat/time/QuestionWordLAT': 1}\n",
      "1 1434\tfactoid\tWhat site did Lindbergh begin his flight from in 1927?\tanswer ['LOC:other'] {u'lat/site/LAT': 1, 'sv': u'begin'}\n",
      "2 1790\tfactoid\tWhat country is the holy city of Mecca located in?\tanswer ['LOC:country'] {u'lat/country/LAT': 1, 'sv': u'located'}\n",
      "3 1992\tfactoid\tHow hot is the sun?\tanswer ['DESC:def'] {u'lat/hot/LAT': 1, 'sv_not_present': 1}\n",
      "4 2128\tfactoid\tWhat flavor filling did the original Twinkies have?\tanswer ['DESC:def'] {u'lat/filling/LAT': 1, 'sv_not_present': 1}\n",
      "5 1840\tfactoid\tWhat is the state song of Kansas?\tanswer ['ENTY:cremat'] {'sv_not_present': 1, u'lat/song/LAT': 1}\n",
      "6 1689\tfactoid\tWhat war is connected with the book \"Charge of the Light Brigade\"?\tanswer ['ENTY:event'] {u'lat/war/LAT': 1, 'sv': u'connected'}\n",
      "7 10040\tfactoid\tWhere was the first atomic bomb detonated?\tanswer ['LOC:other'] {u'lat/location/QuestionWordLAT': 1, 'sv': u'detonated'}\n",
      "8 1647\tfactoid\tWhat continent is Scotland in?\tanswer ['LOC:other'] {u'lat/continent/LAT': 1, 'sv_not_present': 1}\n",
      "9 1808\tfactoid\tWhat island did the U.S. gain after the Spanish American war?\tanswer ['LOC:other'] {u'lat/island/LAT': 1, 'sv': u'gain'}\n",
      "10 1439\tfactoid\tHow deep is Crater Lake?\tanswer ['NUM:dist'] {'sv_not_present': 1, u'lat/deep/LAT': 1}\n",
      "11 1663\tfactoid\tWhat are the people who make fireworks called?\tanswer ['HUM:ind'] {u'lat/people/LAT': 1, 'sv': u'make'}\n",
      "12 1535\tfactoid\tWho painted \"Sunflowers\"?\tanswer ['HUM:ind'] {u'lat/person/QuestionWordLAT': 1, 'sv': u'painted'}\n",
      "13 10048\tfactoid\tWho played Frodo in Lord of The Rings?\tanswer ['HUM:ind'] {u'lat/person/QuestionWordLAT': 1, 'sv': u'played'}\n",
      "14 10017\tfactoid\tWhat is the capital of Laos?\tanswer ['LOC:city'] {'sv_not_present': 1, u'lat/capital/LAT': 1}\n",
      "15 2364\tfactoid\tHow hot does it get in Death Valley?\tanswer ['DESC:def'] {u'lat/hot/LAT': 1, 'sv_not_present': 1}\n",
      "16 1550\tfactoid\tWhat is the southwestern-most tip of England?\tanswer ['DESC:def'] {'sv_not_present': 1, u'lat/tip/LAT': 1}\n",
      "17 1873\tfactoid\tWhat is the motto for California?\tanswer ['DESC:desc'] {u'lat/motto/LAT': 1, 'sv_not_present': 1}\n",
      "18 2067\tfactoid\tHow many Great Lakes are there?\tanswer ['NUM:count'] {u'lat/amount/QuestionWordLAT': 1, 'sv_not_present': 1}\n",
      "19 10028\tfactoid\tWhat is the name of the second Beatles album?\tanswer ['DESC:def'] {u'lat/album/LAT': 1, 'sv_not_present': 1}\n",
      "20 10002\tfactoid\tHow many bombs were detonated in 2005 in London?\tanswer ['NUM:count'] {u'lat/amount/QuestionWordLAT': 1, 'sv': u'detonated'}\n",
      "21 2248\tfactoid\tHow many planets are in our solar system?\tanswer ['NUM:count'] {u'lat/amount/QuestionWordLAT': 1, 'sv_not_present': 1}\n",
      "22 2275\tfactoid\tHow big is the planet Venus?\tanswer ['NUM:volsize'] {'sv_not_present': 1, u'lat/big/LAT': 1}\n",
      "23 1617\tfactoid\tWhen did the Klondike gold rush occur?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'occur'}\n",
      "24 2094\tfactoid\tWhen was JFK born?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'born'}\n",
      "25 2344\tfactoid\tWhat city hosted the 1936 Summer Olympics?\tanswer ['LOC:city'] {u'lat/city/LAT': 1, 'sv': u'hosted'}\n",
      "26 1850\tfactoid\tWhat is Marilyn Monroe's real name?\tanswer ['HUM:desc'] {'sv_not_present': 1, u'lat/person/LAT': 1}\n",
      "27 2149\tfactoid\tHow many Olympic gold medals did Carl Lewis win?\tanswer ['NUM:count'] {u'lat/amount/QuestionWordLAT': 1, 'sv': u'win'}\n",
      "28 1402\tfactoid\tWhat year did Wilt Chamberlain score 100 points?\tanswer ['NUM:date'] {'sv': u'score', u'lat/year/LAT': 1}\n",
      "29 1897\tfactoid\tWhat is the name of the airport in Dallas Ft. Worth?\tanswer ['DESC:def'] {u'lat/airport/LAT': 1, 'sv_not_present': 1}\n",
      "30 1822\tfactoid\tWho was the captain of the Titanic?\tanswer ['HUM:ind'] {'sv_not_present': 1, u'lat/captain/LAT': 1}\n",
      "31 1588\tfactoid\tWhen was Apollo 11 launched?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'launched'}\n",
      "32 10019\tfactoid\tWhat is the color of pea?\tanswer ['ENTY:color'] {'sv_not_present': 1, u'lat/color/LAT': 1}\n",
      "33 1852\tfactoid\tWhen did Henry VIII rule England?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'rule'}\n",
      "34 10073\tfactoid\twhat is the atomic number of molybdenum?\tanswer ['NUM:other'] {'sv_not_present': 1, u'lat/number/LAT': 1}\n",
      "35 2186\tfactoid\tWhat are the measurements for a king-size bed?\tanswer ['DESC:def'] {'sv_not_present': 1, u'lat/measurement/ImplicitQLAT': 1, u'lat/measurements/LAT': 1}\n",
      "36 1456\tfactoid\tWhat is the Keystone State?\tanswer ['LOC:state'] {'sv_not_present': 1, u'lat/state/LAT': 1}\n",
      "37 10081\tfactoid\twhat is the name of the Doctor's wife in the long eunning BBC TV series Doctor Who.\tanswer ['HUM:ind'] {'sv_not_present': 1, u'lat/wife/LAT': 1}\n",
      "38 1394\tfactoid\tIn what country did the game of croquet originate?\tanswer ['LOC:country'] {u'lat/country/LAT': 1, 'sv': u'originate'}\n",
      "39 1695\tfactoid\tWhat breed was Roy Rogers' horse Trigger?\tanswer ['DESC:def'] {'sv_not_present': 1, u'lat/breed/LAT': 1}\n",
      "40 1459\tfactoid\tWhat is one national park in Indiana?\tanswer ['DESC:def'] {u'lat/park/LAT': 1, 'sv_not_present': 1}\n",
      "41 2215\tfactoid\tWhat are sounds too low for humans to hear called?\tanswer ['ENTY:other'] {u'lat/sound/ImplicitQLAT': 1, 'sv': u'hear', u'lat/sounds/LAT': 1}\n",
      "42 2210\tfactoid\tHow many grams in an ounce?\tanswer ['NUM:count'] {u'lat/amount/QuestionWordLAT': 1, 'sv_not_present': 1}\n",
      "43 1572\tfactoid\tFor whom was the state of Pennsylvania named?\tanswer ['HUM:ind'] {'sv': u'named'}\n",
      "44 10036\tfactoid\tWhen was the first of the International Mathematical Olympiads held?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'held'}\n",
      "45 1762\tfactoid\tWhat is the name of Scarlett O'Hara's house?\tanswer ['DESC:def'] {u'lat/house/LAT': 1, 'sv_not_present': 1}\n",
      "46 1627\tfactoid\tWhat is written on the U.S. tomb of the unknown soldier?\tanswer ['HUM:ind'] {'sv': u'written'}\n",
      "47 2365\tfactoid\tWhat body of water does the Colorado River empty into?\tanswer ['LOC:other'] {u'lat/body/LAT': 1, 'sv': u'empty'}\n",
      "48 10091\tfactoid\twhen was Voyager 1 launched?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'launched'}\n",
      "49 1722\tfactoid\tWhat year did poet Emily Dickinson die?\tanswer ['NUM:date'] {'sv': u'die', u'lat/year/LAT': 1}\n",
      "50 2232\tfactoid\tWhat daughter of Czar Nicholas II is said to have escaped death in the Russian revolution?\tanswer ['HUM:ind'] {u'lat/daughter/LAT': 1, 'sv': u'said'}\n",
      "51 2307\tfactoid\tHow many terms was Dwight D. Eisenhower president?\tanswer ['NUM:count'] {u'lat/amount/QuestionWordLAT': 1, 'sv_not_present': 1}\n",
      "52 1678\tfactoid\tWho was the U.S. president in 1929?\tanswer ['HUM:ind'] {'sv_not_present': 1, u'lat/president/LAT': 1}\n",
      "53 2011\tfactoid\tWhen was Leonardo da Vinci born?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'born'}\n",
      "54 2317\tfactoid\tWhat team drafted Brett Favre?\tanswer ['HUM:gr'] {u'lat/team/LAT': 1, 'sv': u'drafted'}\n",
      "55 2170\tfactoid\tHow often does the men's soccer World Cup take place?\tanswer ['ENTY:other'] {u'lat/often/LAT': 1, 'sv': u'take'}\n",
      "56 2375\tfactoid\tWhat date did Thomas Jefferson die?\tanswer ['NUM:date'] {u'lat/date/LAT': 1, 'sv': u'die'}\n",
      "57 2188\tfactoid\tWho sang \"Tennessee Waltz\"?\tanswer ['HUM:ind'] {u'lat/person/QuestionWordLAT': 1, 'sv': u'sang'}\n",
      "58 2393\tfactoid\tWhat color hair did Thomas Jefferson have before gray?\tanswer ['DESC:def'] {u'lat/hair/LAT': 1, 'sv_not_present': 1}\n",
      "59 2361\tfactoid\tWhat stadium was the first televised MLB game played in?\tanswer ['HUM:ind'] {'sv': u'played', u'lat/stadium/LAT': 1}\n",
      "60 1530\tfactoid\tWhat is the capital city of New Zealand?\tanswer ['LOC:city'] {'sv_not_present': 1, u'lat/city/LAT': 1}\n",
      "61 1582\tfactoid\tHow high is a hand?\tanswer ['DESC:def'] {u'lat/high/LAT': 1, 'sv_not_present': 1}\n",
      "62 2378\tfactoid\tHow did Bob Marley die?\tanswer ['DESC:manner'] {u'lat/die/LAT': 1, 'sv': u'die'}\n",
      "63 2080\tfactoid\tWhat peace treaty ended WWI?\tanswer ['HUM:ind'] {u'lat/treaty/LAT': 1, 'sv': u'ended'}\n",
      "64 1773\tfactoid\tWhat was Aaron Copland's most famous piece of music?\tanswer ['DESC:def'] {'sv_not_present': 1, u'lat/piece/LAT': 1}\n",
      "65 10022\tfactoid\tWhat is the density of gold?\tanswer ['DESC:def'] {'sv_not_present': 1, u'lat/density/LAT': 1}\n",
      "66 1638\tfactoid\tWhat city in Australia has rain forests?\tanswer ['LOC:city'] {'sv_not_present': 1, u'lat/city/LAT': 1}\n",
      "67 2124\tfactoid\tWhat organization did Paul Konerko first play major league baseball with?\tanswer ['HUM:gr'] {u'lat/organization/LAT': 1, 'sv': u'play'}\n",
      "68 1752\tfactoid\tWhen was the Oklahoma City bombing?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, 'sv_not_present': 1, u'lat/time/QuestionWordLAT': 1}\n",
      "69 2062\tfactoid\tHow many legs does a beetle have?\tanswer ['NUM:count'] {u'lat/amount/QuestionWordLAT': 1, 'sv_not_present': 1}\n",
      "70 1667\tfactoid\tWhat is the abbreviation for the London stock exchange?\tanswer ['ABBR:abb'] {'sv_not_present': 1, u'lat/abbreviation/LAT': 1}\n",
      "71 1748\tfactoid\tWhen were the Los Angeles riots?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, 'sv_not_present': 1, u'lat/time/QuestionWordLAT': 1}\n",
      "72 1490\tfactoid\tWhat is the Boston Strangler's name?\tanswer ['DESC:def'] {u'lat/strangler/LAT': 1, 'sv_not_present': 1}\n",
      "73 1826\tfactoid\tWhich film received the first best picture Academy Award?\tanswer ['ENTY:cremat'] {u'lat/film/LAT': 1, 'sv': u'received'}\n",
      "74 1503\tfactoid\tWhat is the world's second largest island?\tanswer ['LOC:other'] {'sv_not_present': 1, u'lat/island/LAT': 1}\n",
      "75 1549\tfactoid\tWhat year was the IBM PC invented?\tanswer ['NUM:date'] {'sv': u'invented', u'lat/year/LAT': 1}\n",
      "76 2333\tfactoid\tHow old do you have to be to join the U.S. Navy?\tanswer ['NUM:period'] {u'lat/old/LAT': 1, 'sv': u'join'}\n",
      "77 1698\tfactoid\tWhen was Julius Caesar born?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'born'}\n",
      "78 1728\tfactoid\tWhen did Yankee Stadium first open?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'open'}\n",
      "79 1910\tfactoid\tWhat are pennies made of?\tanswer ['ENTY:substance'] {'sv': u'made'}\n",
      "80 10064\tfactoid\thow much is 1+1?\tanswer ['NUM:count'] {u'lat/amount/QuestionWordLAT': 1, 'sv_not_present': 1}\n",
      "81 10015\tfactoid\tWhat is capital city of Russia?\tanswer ['LOC:city'] {'sv_not_present': 1, u'lat/city/LAT': 1}\n",
      "82 1471\tfactoid\tHow fast can a cheetah run?\tanswer ['NUM:speed'] {'sv': u'run', u'lat/fast/LAT': 1}\n",
      "83 2335\tfactoid\tHow did Harry Chapin die?\tanswer ['DESC:manner'] {u'lat/die/LAT': 1, 'sv': u'die'}\n",
      "84 2302\tfactoid\tHow much did the first Barbie cost?\tanswer ['NUM:money'] {u'lat/amount/QuestionWordLAT': 1, 'sv': u'cost'}\n",
      "85 2076\tfactoid\tWhat company owns the soft drink brand \"Gatorade\"?\tanswer ['HUM:gr'] {u'lat/company/LAT': 1, 'sv': u'owns'}\n",
      "86 1424\tfactoid\tWho won the Oscar for best actor in 1970?\tanswer ['HUM:ind'] {u'lat/person/QuestionWordLAT': 1, 'sv': u'won'}\n",
      "87 1772\tfactoid\tWho invented the cotton gin?\tanswer ['HUM:ind'] {u'lat/person/QuestionWordLAT': 1, 'sv': u'invented'}\n",
      "88 10035\tfactoid\tWhen was Maria Theresa born?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'born'}\n",
      "89 2360\tfactoid\tWhat is the gift for the 20th anniversary?\tanswer ['DESC:def'] {'sv_not_present': 1, u'lat/gift/LAT': 1}\n",
      "90 1651\tfactoid\tWhat is another name for the North Star?\tanswer ['DESC:def'] {'sv_not_present': 1}\n",
      "91 10056\tfactoid\thow did stalin die?\tanswer ['DESC:manner'] {u'lat/die/LAT': 1, 'sv': u'die'}\n",
      "92 1981\tfactoid\tHow long is the Great Barrier Reef?\tanswer ['NUM:period'] {u'lat/long/LAT': 1, 'sv_not_present': 1}\n",
      "93 1463\tfactoid\tWhat is the North Korean national anthem?\tanswer ['DESC:def'] {u'lat/anthem/LAT': 1, 'sv_not_present': 1}\n",
      "94 1521\tfactoid\tWhat year did Ellis Island open its doors to immigrants?\tanswer ['NUM:date'] {'sv': u'open', u'lat/year/LAT': 1}\n",
      "95 1797\tfactoid\tHow did Adolf Hitler die?\tanswer ['DESC:manner'] {u'lat/die/LAT': 1, 'sv': u'die'}\n",
      "96 1720\tfactoid\tWhen a game of baseball is forfeited, what is the score?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'forfeited'}\n",
      "97 2288\tfactoid\tWhat animal is veal from?\tanswer ['ENTY:animal'] {'sv_not_present': 1, u'lat/animal/LAT': 1}\n",
      "98 2336\tfactoid\tHow many layers of skin do we have?\tanswer ['NUM:count'] {u'lat/amount/QuestionWordLAT': 1, 'sv_not_present': 1}\n",
      "99 1529\tfactoid\tWhat is the oldest college bowl game?\tanswer ['ENTY:sport'] {'sv_not_present': 1, u'lat/game/LAT': 1}\n",
      "100 1788\tfactoid\tWho makes viagra?\tanswer ['HUM:ind'] {u'lat/person/QuestionWordLAT': 1, 'sv': u'makes'}\n",
      "101 2089\tfactoid\tOn what Caribbean Island was Ponce de Leon governor?\tanswer ['DESC:def'] {'sv_not_present': 1, u'lat/location/LAT': 1}\n",
      "102 1699\tfactoid\tWhat city is Purdue University in?\tanswer ['LOC:city'] {'sv_not_present': 1, u'lat/city/LAT': 1}\n",
      "103 1928\tfactoid\thow did Patsy Cline die\tanswer ['DESC:manner'] {u'lat/die/LAT': 1, 'sv': u'die'}\n",
      "104 1723\tfactoid\tWhat is Madonna's last name?\tanswer ['HUM:desc'] {'sv_not_present': 1, u'lat/person/LAT': 1}\n",
      "105 10058\tfactoid\thow long does light travel from sun to earth?\tanswer ['NUM:period'] {u'lat/long/LAT': 1, 'sv': u'travel'}\n",
      "106 1744\tfactoid\tWhat car company invented the Edsel?\tanswer ['HUM:gr'] {u'lat/company/LAT': 1, 'sv': u'invented'}\n",
      "107 10014\tfactoid\tWhat is Albert Einstein's surname?\tanswer ['HUM:ind'] {u'lat/surname/LAT': 1, 'sv_not_present': 1}\n",
      "108 1686\tfactoid\tWho defeated the Spanish armada?\tanswer ['HUM:ind'] {u'lat/person/QuestionWordLAT': 1, 'sv': u'defeated'}\n",
      "109 2020\tfactoid\tIn which city would you find the Louvre?\tanswer ['LOC:city'] {u'lat/city/LAT': 1, 'sv': u'find'}\n",
      "110 10055\tfactoid\thow did hitler die?\tanswer ['DESC:manner'] {u'lat/die/LAT': 1, 'sv': u'die'}\n",
      "111 10049\tfactoid\tWho received the Nobel Prize in Physiology or Medicine in 1962?\tanswer ['HUM:ind'] {u'lat/person/QuestionWordLAT': 1, 'sv': u'received'}\n",
      "112 1566\tfactoid\tWhat famous Spanish poet died in Spain's Civil War?\tanswer ['HUM:ind'] {u'lat/poet/LAT': 1, 'sv': u'died'}\n",
      "113 1726\tfactoid\tWhat is the name of the canopy at a Jewish wedding?\tanswer ['DESC:def'] {u'lat/canopy/LAT': 1, 'sv_not_present': 1}\n",
      "114 2047\tfactoid\tHow close is Mercury to the sun?\tanswer ['DESC:def'] {'sv_not_present': 1, u'lat/close/LAT': 1}\n",
      "115 1946\tfactoid\tWhat day and month did Nixon resign?\tanswer ['NUM:date'] {u'lat/day/LAT': 1, 'sv': u'resign'}\n",
      "116 1730\tfactoid\tWhat is Mark Twain's real name?\tanswer ['HUM:desc'] {'sv_not_present': 1, u'lat/person/LAT': 1}\n",
      "117 10070\tfactoid\twhat is capital city of czech republic?\tanswer ['LOC:city'] {'sv_not_present': 1, u'lat/city/LAT': 1}\n",
      "118 2001\tfactoid\tWhat rock band sang \"A Whole Lotta Love\"?\tanswer ['HUM:ind'] {u'lat/band/LAT': 1, 'sv': u'sang'}\n",
      "119 1943\tfactoid\tWhat is the name of Ling Ling's mate?\tanswer ['DESC:def'] {'sv_not_present': 1, u'lat/mate/LAT': 1}\n",
      "120 2073\tfactoid\tHow fast does light travel through space?\tanswer ['NUM:speed'] {'sv': u'travel', u'lat/fast/LAT': 1}\n",
      "121 2084\tfactoid\tHow many home runs did Babe Ruth hit?\tanswer ['NUM:count'] {u'lat/amount/QuestionWordLAT': 1, 'sv': u'hit'}\n",
      "122 2286\tfactoid\tWhat is an Indian flute made of?\tanswer ['ENTY:substance'] {'sv': u'made'}\n",
      "123 1527\tfactoid\tWhen did the 6-day war begin?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'begin'}\n",
      "124 1807\tfactoid\tWhat is the range for the number of passengers a Boeing 747-400 airplane can carry?\tanswer ['HUM:ind'] {'sv': u'Boeing', u'lat/range/LAT': 1}\n",
      "125 2353\tfactoid\tWhat did Osama bin Laden's father do for a living?\tanswer ['HUM:ind'] {u'lat/father/LAT': 1, 'sv': u'do'}\n",
      "126 1739\tfactoid\tWhat is the full name of conductor Seiji?\tanswer ['DESC:def'] {'sv_not_present': 1, u'lat/seiji/LAT': 1}\n",
      "127 2362\tfactoid\tHow high is Pikes peak?\tanswer ['DESC:def'] {u'lat/high/LAT': 1, 'sv_not_present': 1}\n",
      "128 1974\tfactoid\tWhat is Richie's surname on \"Happy Days\"?\tanswer ['HUM:ind'] {u'lat/surname/LAT': 1, 'sv_not_present': 1}\n",
      "129 1620\tfactoid\tWhat year was the first Macy's Thanksgiving Day Parade held?\tanswer ['NUM:date'] {'sv': u'held', u'lat/year/LAT': 1}\n",
      "130 1882\tfactoid\tWhat nationality is Sean Connery?\tanswer ['LOC:country'] {u'lat/nationality/LAT': 1, 'sv_not_present': 1}\n",
      "131 2159\tfactoid\tWhat country singer's first album was titled \"Storms of Life\"?\tanswer ['HUM:ind'] {'sv': u'titled', u'lat/singer/LAT': 1}\n",
      "132 10074\tfactoid\twhat is the critical angle of rainbow?\tanswer ['DESC:def'] {u'lat/angle/LAT': 1, 'sv_not_present': 1}\n",
      "133 1446\tfactoid\tHow did Mahatma Gandhi die?\tanswer ['DESC:manner'] {u'lat/die/LAT': 1, 'sv': u'die'}\n",
      "134 2328\tfactoid\tWhat state was Amelia Earhart born in?\tanswer ['LOC:state'] {'sv': u'born', u'lat/state/LAT': 1}\n",
      "135 1934\tfactoid\tWhat is the play \"West Side Story\" based on?\tanswer ['HUM:ind'] {'sv': u'based'}\n",
      "136 1407\tfactoid\tWhen did the shootings at Columbine happen?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'happen'}\n",
      "137 2339\tfactoid\tHow did John Quincy Adams die?\tanswer ['DESC:manner'] {u'lat/die/LAT': 1, 'sv': u'die'}\n",
      "138 2100\tfactoid\tWhat did Caesar say before he died?\tanswer ['DESC:reason'] {'sv': u'say', u'lat/caesar/LAT': 1}\n",
      "139 10076\tfactoid\twhat is the lowest prime number?\tanswer ['NUM:other'] {'sv_not_present': 1, u'lat/number/LAT': 1}\n",
      "140 2377\tfactoid\tWhat country is the leading producer of rubber?\tanswer ['LOC:country'] {'sv_not_present': 1, u'lat/country/LAT': 1}\n",
      "141 2090\tfactoid\tWhat Ridley Scott movie is set in 180 a.d.?\tanswer ['ENTY:cremat'] {u'lat/movie/LAT': 1, 'sv': u'set'}\n",
      "142 1654\tfactoid\tWhere is Prairie View A&M University?\tanswer ['LOC:other'] {'sv_not_present': 1, u'lat/location/QuestionWordLAT': 1}\n",
      "143 1613\tfactoid\tWhen was Benjamin Disraeli prime minister?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, 'sv_not_present': 1, u'lat/time/QuestionWordLAT': 1}\n",
      "144 10051\tfactoid\tWho wrote Pirate Jenny?\tanswer ['HUM:ind'] {u'lat/person/QuestionWordLAT': 1, 'sv': u'wrote'}\n",
      "145 1785\tfactoid\tWhat body of water does the Euphrates River empty into?\tanswer ['LOC:other'] {u'lat/body/LAT': 1, 'sv': u'empty'}\n",
      "146 1932\tfactoid\tWhen did International Volunteers Day begin?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'begin'}\n",
      "147 1438\tfactoid\tWhat body of water does the Colorado River flow into?\tanswer ['LOC:other'] {u'lat/body/LAT': 1, 'sv': u'flow'}\n",
      "148 2003\tfactoid\tHow far is the distance for a free throw?\tanswer ['NUM:dist'] {u'lat/far/LAT': 1, 'sv_not_present': 1}\n",
      "149 1971\tfactoid\tWhat city is the Liberty Bell currently located in?\tanswer ['LOC:city'] {u'lat/city/LAT': 1, 'sv': u'located'}\n",
      "150 1541\tfactoid\tWhat president is on a quarter?\tanswer ['HUM:ind'] {'sv_not_present': 1, u'lat/president/LAT': 1}\n",
      "151 1872\tfactoid\tHow did Eva Peron die?\tanswer ['DESC:manner'] {u'lat/die/LAT': 1, 'sv': u'die'}\n",
      "152 1692\tfactoid\tHow tall is the Eiffel Tower in France?\tanswer ['NUM:dist'] {u'lat/tall/LAT': 1, 'sv_not_present': 1}\n",
      "153 1552\tfactoid\tWhat did Charles Babbage invent?\tanswer ['ENTY:other'] {u'lat/person/LAT': 1, 'sv': u'invent'}\n",
      "154 2065\tfactoid\tWhat is a female moose called?\tanswer ['ENTY:termeq'] {'sv': u'called'}\n",
      "155 1659\tfactoid\tWhere was Bob Dylan born?\tanswer ['LOC:other'] {u'lat/location/QuestionWordLAT': 1, 'sv': u'born'}\n",
      "156 1584\tfactoid\tWhen did George W. Bush get elected as the governor of Texas?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'elected'}\n",
      "157 2012\tfactoid\tHow did Marty Robbins die?\tanswer ['DESC:manner'] {u'lat/die/LAT': 1, 'sv': u'die'}\n",
      "158 1567\tfactoid\tWhen did the Black Panther party start in California?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'start'}\n",
      "159 2265\tfactoid\tHow did Marjorie Kinnan Rawlings die?\tanswer ['DESC:manner'] {u'lat/die/LAT': 1, 'sv': u'die'}\n",
      "160 1702\tfactoid\tWhose business slogan is \"Quality is job 1\"?\tanswer ['HUM:ind'] {u'lat/quality/LAT': 1, 'sv': u'is'}\n",
      "161 2070\tfactoid\tWhat date did the U.S. civil war start?\tanswer ['NUM:date'] {u'lat/date/LAT': 1, 'sv': u'start'}\n",
      "162 1505\tfactoid\tWhat is the currency used in China?\tanswer ['ENTY:other'] {u'lat/currency/LAT': 1, 'sv': u'used'}\n",
      "163 1935\tfactoid\tWhat color is the top stripe on the U.S. flag?\tanswer ['ENTY:color'] {'sv_not_present': 1, u'lat/color/LAT': 1}\n",
      "164 1806\tfactoid\tWhen was the first heart transplant?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, 'sv_not_present': 1, u'lat/time/QuestionWordLAT': 1}\n",
      "165 1819\tfactoid\tWhen did Marilyn Monroe commit suicide?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'commit'}\n",
      "166 10005\tfactoid\tHow many pieces are there in a dozen?\tanswer ['NUM:count'] {u'lat/amount/QuestionWordLAT': 1, 'sv_not_present': 1}\n",
      "167 2086\tfactoid\tWhat is the study of ants called?\tanswer ['ENTY:termeq'] {'sv': u'called'}\n",
      "168 1799\tfactoid\tWhat is the life expectancy of the average woman in Nigeria?\tanswer ['DESC:def'] {'sv_not_present': 1, u'lat/expectancy/LAT': 1}\n",
      "169 1763\tfactoid\tHow old is the universe?\tanswer ['NUM:period'] {u'lat/old/LAT': 1, 'sv_not_present': 1}\n",
      "170 10009\tfactoid\tWhat color is the sky?\tanswer ['ENTY:color'] {'sv_not_present': 1, u'lat/color/LAT': 1}\n",
      "171 2105\tfactoid\tWhat country produces the most silk?\tanswer ['LOC:country'] {u'lat/country/LAT': 1, 'sv': u'produces'}\n",
      "172 2272\tfactoid\tHow many intelligence agencies does the U.S. have?\tanswer ['NUM:count'] {u'lat/amount/QuestionWordLAT': 1, 'sv_not_present': 1}\n",
      "173 1714\tfactoid\tWhat province in Canada is Niagara Falls located in?\tanswer ['LOC:other'] {u'lat/province/LAT': 1, 'sv': u'located'}\n",
      "174 1592\tfactoid\tWhen was the Reichstag burned down?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'burned'}\n",
      "175 1865\tfactoid\tWhat is the major crop grown in Arizona?\tanswer ['ENTY:food'] {u'lat/crop/LAT': 1, 'sv': u'grown'}\n",
      "176 1828\tfactoid\tWhat was Thailand's original name?\tanswer ['DESC:def'] {'sv_not_present': 1, u'lat/location/LAT': 1}\n",
      "177 10020\tfactoid\tWhat is the color of pee?\tanswer ['ENTY:color'] {'sv_not_present': 1, u'lat/color/LAT': 1}\n",
      "178 1789\tfactoid\tWhat is the date of the Kent State Shooting?\tanswer ['NUM:date'] {'sv_not_present': 1, u'lat/date/LAT': 1}\n",
      "179 1848\tfactoid\tWhat was the name of the plane that dropped the Atomic Bomb on Hiroshima?\tanswer ['HUM:ind'] {u'lat/plane/LAT': 1, 'sv': u'dropped'}\n",
      "180 1927\tfactoid\tHow did George Washington die?\tanswer ['DESC:manner'] {u'lat/die/LAT': 1, 'sv': u'die'}\n",
      "181 1534\tfactoid\tThe sun is mostly made up of what two gasses?\tanswer ['ENTY:substance'] {u'lat/gasses/LAT': 1, u'lat/gas/ImplicitQLAT': 1, 'sv': u'made'}\n",
      "182 1598\tfactoid\tWho was the baseball player given the nickname \"Mr. October\"?\tanswer ['DESC:def'] {'sv_not_present': 1, u'lat/give/ImplicitQLAT': 1, u'lat/given/LAT': 1}\n",
      "183 2071\tfactoid\tHow many islands are there in Indonesia?\tanswer ['NUM:count'] {u'lat/amount/QuestionWordLAT': 1, 'sv_not_present': 1}\n",
      "184 2029\tfactoid\tHow many electoral votes does Tennessee have?\tanswer ['NUM:count'] {u'lat/amount/QuestionWordLAT': 1, 'sv_not_present': 1}\n",
      "185 1462\tfactoid\tWhere is the oldest synagogue in the United States?\tanswer ['LOC:other'] {'sv_not_present': 1, u'lat/location/QuestionWordLAT': 1}\n",
      "186 2290\tfactoid\tWhen was the piano made?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'made'}\n",
      "187 10066\tfactoid\tin which country was google founded?\tanswer ['LOC:country'] {u'lat/country/LAT': 1, 'sv': u'founded'}\n",
      "188 2160\tfactoid\tWhat is the body temperature of a dog?\tanswer ['DESC:def'] {u'lat/temperature/LAT': 1, 'sv_not_present': 1}\n",
      "189 10044\tfactoid\tWho discovered the structure of DNA?\tanswer ['HUM:ind'] {u'lat/person/QuestionWordLAT': 1, 'sv': u'discovered'}\n",
      "190 2387\tfactoid\tWhat country celebrates Guy Fawkes Day?\tanswer ['LOC:country'] {u'lat/country/LAT': 1, 'sv': u'celebrates'}\n",
      "191 2218\tfactoid\tWhat company manufactures Van Heusen shirts?\tanswer ['HUM:gr'] {u'lat/company/LAT': 1, 'sv': u'manufactures'}\n",
      "192 1708\tfactoid\tWhen was the Exxon Valdez Oil spill?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, 'sv_not_present': 1, u'lat/time/QuestionWordLAT': 1}\n",
      "193 1460\tfactoid\tWhat was the name of the dog in the Thin Man movies?\tanswer ['ENTY:animal'] {u'lat/dog/LAT': 1, 'sv_not_present': 1}\n",
      "194 1898\tfactoid\tWhat city is Disneyland in?\tanswer ['LOC:city'] {'sv_not_present': 1, u'lat/city/LAT': 1}\n",
      "195 2282\tfactoid\tWhat canal is between the Mediterranean Sea and the Red Sea?\tanswer ['DESC:def'] {'sv_not_present': 1, u'lat/canal/LAT': 1}\n",
      "196 1829\tfactoid\tHow tall is the CNN Tower in Toronto?\tanswer ['NUM:dist'] {u'lat/tall/LAT': 1, 'sv_not_present': 1}\n",
      "197 1508\tfactoid\tWhat was Dale Evans' horse's name?\tanswer ['ENTY:animal'] {'sv_not_present': 1, u'lat/horse/LAT': 1}\n",
      "198 1653\tfactoid\tHow do you say \"French fries\" in French?\tanswer ['ENTY:termeq'] {u'lat/say/LAT': 1, 'sv': u'say'}\n",
      "199 1837\tfactoid\tWhat year was Ebbets Field, home of Brooklyn Dodgers, built?\tanswer ['NUM:date'] {'sv': u'built', u'lat/year/LAT': 1}\n",
      "200 1479\tfactoid\tWho composed \"The Messiah\"?\tanswer ['HUM:ind'] {u'lat/person/QuestionWordLAT': 1, 'sv': u'composed'}\n",
      "201 2227\tfactoid\tWhat is the Bluegrass state?\tanswer ['LOC:state'] {'sv_not_present': 1, u'lat/state/LAT': 1}\n",
      "202 2231\tfactoid\tWhat is a word spelled the same backward and forward called?\tanswer ['HUM:ind'] {'sv': u'spelled'}\n",
      "203 1710\tfactoid\tWhat are the colors of the Italian flag?\tanswer ['ENTY:color'] {u'lat/colors/LAT': 1, 'sv_not_present': 1, u'lat/color/ImplicitQLAT': 1}\n",
      "204 2330\tfactoid\tWhat river is under New York's George Washington bridge?\tanswer ['LOC:other'] {'sv_not_present': 1, u'lat/river/LAT': 1}\n",
      "205 2015\tfactoid\tWhat building is the Academy of Country Music Awards held in?\tanswer ['LOC:other'] {u'lat/building/LAT': 1, 'sv': u'held'}\n",
      "206 10093\tfactoid\twhere is kiev ?\tanswer ['LOC:other'] {'sv_not_present': 1, u'lat/location/QuestionWordLAT': 1}\n",
      "207 10029\tfactoid\tWhat is the proton number of neon?\tanswer ['NUM:other'] {'sv_not_present': 1, u'lat/number/LAT': 1}\n",
      "208 1569\tfactoid\tWhen did the Vietnam War end?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'end'}\n",
      "209 2022\tfactoid\tWhat English city does the prime meridian pass through?\tanswer ['LOC:city'] {u'lat/city/LAT': 1, 'sv': u'pass'}\n",
      "210 2088\tfactoid\tHow many rooms are in the White House?\tanswer ['NUM:count'] {u'lat/amount/QuestionWordLAT': 1, 'sv_not_present': 1}\n",
      "211 10097\tfactoid\twhich natural number immediately follows 41 and precedes 43?\tanswer ['NUM:other'] {u'lat/number/LAT': 1, 'sv': u'follows'}\n",
      "212 1537\tfactoid\tHow many electoral college votes in Tennessee?\tanswer ['NUM:count'] {u'lat/amount/QuestionWordLAT': 1, 'sv': u'votes'}\n",
      "213 1614\tfactoid\tWhat is the capital of Victoria?\tanswer ['LOC:city'] {'sv_not_present': 1, u'lat/capital/LAT': 1}\n",
      "214 1948\tfactoid\tWhat is the word which means one hiring his relatives?\tanswer ['ENTY:word'] {u'lat/word/LAT': 1, 'sv': u'means'}\n",
      "215 1436\tfactoid\tWhat was the name of Stonewall Jackson's horse?\tanswer ['ENTY:animal'] {'sv_not_present': 1, u'lat/horse/LAT': 1}\n",
      "216 1650\tfactoid\tWhat county is Elmira, NY in?\tanswer ['LOC:other'] {'sv_not_present': 1, u'lat/county/LAT': 1}\n",
      "217 1481\tfactoid\tWhat is the capital city of Algeria?\tanswer ['LOC:city'] {'sv_not_present': 1, u'lat/city/LAT': 1}\n",
      "218 2017\tfactoid\tWhat US state produces most of the nation's cheese?\tanswer ['LOC:state'] {'sv': u'produces', u'lat/state/LAT': 1}\n",
      "219 2237\tfactoid\tWhat album became the greatest selling album of all time?\tanswer ['HUM:ind'] {u'lat/album/LAT': 1, 'sv': u'became'}\n",
      "220 10082\tfactoid\twhat is the name of the ninth episode of the seventh season of the animated television series Family Guy?\tanswer ['DESC:def'] {'sv_not_present': 1, u'lat/episode/LAT': 1}\n",
      "221 2176\tfactoid\twhen was Dante's \"Inferno\" written?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'written'}\n",
      "222 1682\tfactoid\tWhen was Martin Luther King Jr. born?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'born'}\n",
      "223 2134\tfactoid\tWhat is Motley Crue's Nikki Sixx's real name?\tanswer ['DESC:def'] {'sv_not_present': 1, u'lat/sixx/LAT': 1}\n",
      "224 1425\tfactoid\tWhat is the population of Maryland as of 2013?\tanswer ['NUM:other'] {'sv_not_present': 1, u'lat/population/LAT': 1}\n",
      "225 1690\tfactoid\tWhat does DEA stand for?\tanswer ['ABBR:exp'] {u'lat/dea/LAT': 1, 'sv': u'stand'}\n",
      "226 1967\tfactoid\tWhat party led Australia from 1983 to 1996?\tanswer ['HUM:ind'] {u'lat/party/LAT': 1, 'sv': u'led'}\n",
      "227 10031\tfactoid\tWhen did Maria Theresa die?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'die'}\n",
      "228 1976\tfactoid\tWhat is the motto for the Boy Scouts?\tanswer ['DESC:desc'] {u'lat/motto/LAT': 1, 'sv_not_present': 1}\n",
      "229 1866\tfactoid\tWhat part of the eye continues to grow throughout a person's life?\tanswer ['HUM:ind'] {u'lat/part/LAT': 1, 'sv': u'continues'}\n",
      "230 2173\tfactoid\tWhat is the \"Playboy\" logo?\tanswer ['DESC:def'] {'sv_not_present': 1, u'lat/logo/LAT': 1}\n",
      "231 1476\tfactoid\tWho was the Roman god of the sea?\tanswer ['HUM:ind'] {'sv_not_present': 1, u'lat/god/LAT': 1}\n",
      "232 1500\tfactoid\tWhere is Georgetown University?\tanswer ['LOC:other'] {'sv_not_present': 1, u'lat/location/QuestionWordLAT': 1}\n",
      "233 1764\tfactoid\tWhat Cuban dictator did Fidel Castro force out of power in 1958?\tanswer ['HUM:ind'] {u'lat/dictator/LAT': 1, 'sv': u'force'}\n",
      "234 2099\tfactoid\tWhat comedy team was John Cleese part of?\tanswer ['HUM:gr'] {'sv_not_present': 1, u'lat/team/LAT': 1}\n",
      "235 1546\tfactoid\tWhat year was the movie \"Ole Yeller\" made?\tanswer ['NUM:date'] {'sv': u'made', u'lat/year/LAT': 1}\n",
      "236 1729\tfactoid\tWhat is the name of the airport in Amsterdam?\tanswer ['DESC:def'] {u'lat/airport/LAT': 1, 'sv_not_present': 1}\n",
      "237 1844\tfactoid\tWhen was the Hellenistic Age?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, 'sv_not_present': 1, u'lat/time/QuestionWordLAT': 1}\n",
      "238 1769\tfactoid\tWho is the owner of the St. Petersburg Times?\tanswer ['HUM:ind'] {'sv_not_present': 1, u'lat/owner/LAT': 1}\n",
      "239 1980\tfactoid\tHow far is the moon from Earth in miles?\tanswer ['NUM:dist'] {u'lat/far/LAT': 1, 'sv_not_present': 1}\n",
      "240 2334\tfactoid\tWhat did Peter Minuit buy for the equivalent of $24.00?\tanswer ['DESC:manner'] {u'lat/minuit/LAT': 1, 'sv': u'buy'}\n",
      "241 2033\tfactoid\tHow many types of human blood are there?\tanswer ['NUM:count'] {u'lat/amount/QuestionWordLAT': 1, 'sv_not_present': 1}\n",
      "242 1834\tfactoid\tWhich disciple received 30 pieces of silver for betraying Jesus?\tanswer ['HUM:ind'] {u'lat/disciple/LAT': 1, 'sv': u'received'}\n",
      "243 1919\tfactoid\tHow big is Mars?\tanswer ['NUM:volsize'] {'sv_not_present': 1, u'lat/big/LAT': 1}\n",
      "244 1405\tfactoid\tHow many ounces are in a gallon?\tanswer ['NUM:count'] {u'lat/amount/QuestionWordLAT': 1, 'sv_not_present': 1}\n",
      "245 1815\tfactoid\tWhat is Nicaragua's main industry?\tanswer ['DESC:def'] {'sv_not_present': 1, u'lat/industry/LAT': 1}\n",
      "246 2098\tfactoid\tWhat player has been the home run champion of the national league seven times?\tanswer ['HUM:ind'] {u'lat/player/LAT': 1, 'sv_not_present': 1}\n",
      "247 1867\tfactoid\tWhich Italian city is home to the Cathedral of Santa Maria del Fiore or the Duomo?\tanswer ['LOC:city'] {'sv_not_present': 1, u'lat/city/LAT': 1}\n",
      "248 1540\tfactoid\tWhat is the deepest lake in America?\tanswer ['LOC:other'] {u'lat/lake/LAT': 1, 'sv_not_present': 1}\n",
      "249 1441\tfactoid\tWhat is the coldest place on earth?\tanswer ['DESC:def'] {'sv_not_present': 1, u'lat/place/LAT': 1}\n",
      "250 1643\tfactoid\tWho founded Rhode Island?\tanswer ['HUM:ind'] {u'lat/person/QuestionWordLAT': 1, 'sv': u'founded'}\n",
      "251 2068\tfactoid\tWhat animal is responsible for the most human deaths worldwide?\tanswer ['ENTY:animal'] {'sv_not_present': 1, u'lat/animal/LAT': 1}\n",
      "252 2056\tfactoid\tWhat band did former Red Hot Chili Peppers guitarist Dave Navarro start out with?\tanswer ['DESC:manner'] {u'lat/band/LAT': 1, 'sv': u'start'}\n",
      "253 1416\tfactoid\tWhen was Wendy's founded?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'founded'}\n",
      "254 2239\tfactoid\tWhat prison is Charles Manson at?\tanswer ['DESC:def'] {'sv_not_present': 1, u'lat/prison/LAT': 1}\n",
      "255 1568\tfactoid\tHow old was George Washington when he died?\tanswer ['NUM:period'] {u'lat/old/LAT': 1, 'sv': u'died'}\n",
      "256 2064\tfactoid\tWhat country is Mt. Everest in?\tanswer ['LOC:country'] {'sv_not_present': 1, u'lat/country/LAT': 1}\n",
      "257 1801\tfactoid\tWhere is the smallest bone in the body?\tanswer ['LOC:other'] {'sv_not_present': 1, u'lat/location/QuestionWordLAT': 1}\n",
      "258 2117\tfactoid\tWhat college did Marcus Camby play for?\tanswer ['HUM:gr'] {u'lat/college/LAT': 1, 'sv': u'play'}\n",
      "259 1473\tfactoid\tWhen was Lyndon B. Johnson born?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'born'}\n",
      "260 1513\tfactoid\tWhat is the current population in Bombay, India as of 2011?\tanswer ['NUM:other'] {'sv_not_present': 1, u'lat/population/LAT': 1}\n",
      "261 1820\tfactoid\tWhen is Mexico's independence?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, 'sv_not_present': 1, u'lat/time/QuestionWordLAT': 1}\n",
      "262 1759\tfactoid\tWho wrote \"Fiddler on the Roof?\"\tanswer ['HUM:ind'] {u'lat/person/QuestionWordLAT': 1, 'sv': u'wrote'}\n",
      "263 1618\tfactoid\tWhere is bile produced?\tanswer ['LOC:other'] {u'lat/location/QuestionWordLAT': 1, 'sv': u'produced'}\n",
      "264 1949\tfactoid\tWhat is the nickname of the British flag?\tanswer ['HUM:ind'] {u'lat/nickname/LAT': 1, 'sv_not_present': 1}\n",
      "265 1674\tfactoid\tWhat day did Neil Armstrong land on the moon?\tanswer ['NUM:date'] {u'lat/day/LAT': 1, 'sv': u'land'}\n",
      "266 2197\tfactoid\tWhat is the name of the first unmanned space craft sent to Mars by NASA?\tanswer ['HUM:ind'] {u'lat/craft/LAT': 1, 'sv': u'sent'}\n",
      "267 2191\tfactoid\tWhat city is the gateway arch located in?\tanswer ['LOC:city'] {u'lat/city/LAT': 1, 'sv': u'located'}\n",
      "268 10013\tfactoid\tWhat does Tardis stand for?\tanswer ['ABBR:exp'] {u'lat/tardis/LAT': 1, 'sv': u'stand'}\n",
      "269 1475\tfactoid\tWho was the first person to reach the south pole?\tanswer ['HUM:ind'] {u'lat/person/LAT': 1, 'sv': u'reach'}\n",
      "270 10038\tfactoid\tWhen was Watt's steam engine invented?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'invented'}\n",
      "271 1429\tfactoid\tWhat was Andrew Jackson's wife's name?\tanswer ['HUM:ind'] {'sv_not_present': 1, u'lat/wife/LAT': 1}\n",
      "272 1626\tfactoid\tWhat is Buzz Aldrin's real first name?\tanswer ['DESC:def'] {u'lat/aldrin/LAT': 1, 'sv_not_present': 1}\n",
      "273 2055\tfactoid\tWhat dessert is made with poached peach halves, vanilla ice cream, and raspberry sauce?\tanswer ['ENTY:substance'] {u'lat/dessert/LAT': 1, 'sv': u'made'}\n",
      "274 2266\tfactoid\tWhat substance did Charles Best and Frederick Banting discover in 1922?\tanswer ['HUM:ind'] {u'lat/substance/LAT': 1, 'sv': u'discover'}\n",
      "275 1600\tfactoid\tWhat automobile company makes the Spider?\tanswer ['HUM:gr'] {u'lat/company/LAT': 1, 'sv': u'makes'}\n",
      "276 1604\tfactoid\tWhat does R&B stand for?\tanswer ['ABBR:exp'] {u'lat/r&b/LAT': 1, 'sv': u'stand'}\n",
      "277 10021\tfactoid\tWhat is the critical mass of Plutonium?\tanswer ['DESC:def'] {u'lat/mass/LAT': 1, 'sv_not_present': 1}\n",
      "278 1849\tfactoid\tWhat is the nickname of Oklahoma?\tanswer ['HUM:ind'] {u'lat/nickname/LAT': 1, 'sv_not_present': 1}\n",
      "279 1636\tfactoid\tWhen was the battle of Chancellorsville fought?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'fought'}\n",
      "280 1861\tfactoid\tWhere was Bill Gates born?\tanswer ['LOC:other'] {u'lat/location/QuestionWordLAT': 1, 'sv': u'born'}\n",
      "281 2037\tfactoid\tHow did Iowa get its name?\tanswer ['DESC:manner'] {'sv_not_present': 1, u'lat/get/LAT': 1}\n",
      "282 10046\tfactoid\tWho is author of cryptonomicon?\tanswer ['HUM:ind'] {'sv_not_present': 1, u'lat/author/LAT': 1}\n",
      "283 1711\tfactoid\tWhen was the first jet invented?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'invented'}\n",
      "284 2057\tfactoid\tHow many children did Bob Marley have?\tanswer ['NUM:count'] {u'lat/amount/QuestionWordLAT': 1, 'sv_not_present': 1}\n",
      "285 1870\tfactoid\tWhat country is Pretoria in?\tanswer ['LOC:country'] {'sv_not_present': 1, u'lat/country/LAT': 1}\n",
      "286 1982\tfactoid\tWhat movie won the Academy Award for best picture in 1989?\tanswer ['ENTY:cremat'] {u'lat/movie/LAT': 1, 'sv': u'won'}\n",
      "287 2189\tfactoid\tWhat animal can go the longest without water?\tanswer ['ENTY:animal'] {'sv': u'go', u'lat/animal/LAT': 1}\n",
      "288 2010\tfactoid\tWhat island was Napoleon exiled to after his defeat at Waterloo?\tanswer ['LOC:other'] {u'lat/island/LAT': 1, 'sv': u'exiled'}\n",
      "289 10012\tfactoid\tWhat did James Watson and Francis Crick discover?\tanswer ['HUM:ind'] {u'lat/person/LAT': 1, 'sv': u'discover'}\n",
      "290 1539\tfactoid\tWhat is Ronald Reagan's favorite candy?\tanswer ['DESC:def'] {'sv_not_present': 1, u'lat/candy/LAT': 1}\n",
      "291 2038\tfactoid\tWhat did Alfred Noble invent?\tanswer ['ENTY:other'] {u'lat/person/LAT': 1, 'sv': u'invent'}\n",
      "292 1660\tfactoid\tWhat is Elvis Presley's middle name?\tanswer ['HUM:desc'] {'sv_not_present': 1, u'lat/person/LAT': 1}\n",
      "293 2075\tfactoid\tWhat city in Louisiana was Britney Spears born in?\tanswer ['LOC:city'] {u'lat/city/LAT': 1, 'sv': u'born'}\n",
      "294 2120\tfactoid\tWhat does \"CBS\" (television network) stand for?\tanswer ['ABBR:exp'] {'sv': u'stand'}\n",
      "295 1532\tfactoid\tWhat is the literacy rate in Cuba?\tanswer ['NUM:other'] {'sv_not_present': 1, u'lat/rate/LAT': 1}\n",
      "296 1985\tfactoid\tWhat is the Cav's arena name?\tanswer ['DESC:def'] {u'lat/cav/LAT': 1, 'sv_not_present': 1}\n",
      "297 1926\tfactoid\tWhen was the U.S. capitol built?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'built'}\n",
      "298 1776\tfactoid\tWhat year did the first American lighthouse open?\tanswer ['NUM:date'] {'sv_not_present': 1, u'lat/year/LAT': 1}\n",
      "299 1906\tfactoid\tHow did the disciple Peter die?\tanswer ['DESC:manner'] {u'lat/die/LAT': 1, 'sv': u'die'}\n",
      "300 1890\tfactoid\tWho is the author of the poem \"The Midnight Ride of Paul Revere?\"\tanswer ['HUM:ind'] {'sv_not_present': 1, u'lat/author/LAT': 1}\n",
      "301 2263\tfactoid\tHow big was the Super Big Gulp sold in 7-Eleven stores in 1980?\tanswer ['NUM:volsize'] {u'lat/big/LAT': 1, 'sv': u'sold'}\n",
      "302 10065\tfactoid\thow much is 41+1?\tanswer ['NUM:count'] {u'lat/amount/QuestionWordLAT': 1, 'sv_not_present': 1}\n",
      "303 2233\tfactoid\tHow far is a 3-point line from the basketball goal in the NBA?\tanswer ['NUM:dist'] {u'lat/far/LAT': 1, 'sv_not_present': 1}\n",
      "304 10003\tfactoid\tHow many children did Maria Theresa have?\tanswer ['NUM:count'] {u'lat/amount/QuestionWordLAT': 1, 'sv_not_present': 1}\n",
      "305 1545\tfactoid\tWhat is a female rabbit called?\tanswer ['ENTY:termeq'] {'sv': u'called'}\n",
      "306 1774\tfactoid\tWhat does HTML stand for?\tanswer ['ABBR:exp'] {'sv': u'stand', u'lat/html/LAT': 1}\n",
      "307 10007\tfactoid\tIn what city the first nuclear bomb exploded?\tanswer ['LOC:city'] {u'lat/city/LAT': 1, 'sv': u'exploded'}\n",
      "308 2230\tfactoid\tWhat dam is said the be the largest hydroelectric station in the world?\tanswer ['HUM:ind'] {u'lat/dam/LAT': 1, 'sv': u'said'}\n",
      "309 2276\tfactoid\tWhen was Mariah Carey born?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'born'}\n",
      "310 2205\tfactoid\tHow many cabinet officers are there?\tanswer ['NUM:count'] {u'lat/amount/QuestionWordLAT': 1, 'sv_not_present': 1}\n",
      "311 2354\tfactoid\tHow did Anne Frank die?\tanswer ['DESC:manner'] {u'lat/die/LAT': 1, 'sv': u'die'}\n",
      "312 1998\tfactoid\tHow old was Babe Ruth when he died?\tanswer ['NUM:period'] {u'lat/old/LAT': 1, 'sv': u'died'}\n",
      "313 2155\tfactoid\tWhat country is home to Sabena Airlines?\tanswer ['LOC:country'] {'sv_not_present': 1, u'lat/country/LAT': 1}\n",
      "314 1833\tfactoid\tHow tall is Mike Tyson?\tanswer ['NUM:dist'] {u'lat/tall/LAT': 1, 'sv_not_present': 1}\n",
      "315 2371\tfactoid\tWhat type of bee drills holes in wood?\tanswer ['ENTY:other'] {u'lat/type/LAT': 1, 'sv': u'drills'}\n",
      "316 1467\tfactoid\tWhat year did South Dakota become a state?\tanswer ['NUM:date'] {'sv': u'become', u'lat/year/LAT': 1}\n",
      "317 1579\tfactoid\tWhich country exports the most tea?\tanswer ['LOC:country'] {u'lat/country/LAT': 1, 'sv': u'exports'}\n",
      "318 2145\tfactoid\tWhat does a theodolite measure?\tanswer ['DESC:manner'] {u'lat/theodolite/LAT': 1, 'sv': u'measure'}\n",
      "319 2032\tfactoid\tWhat sporting event first took place in 1903?\tanswer ['ENTY:other'] {u'lat/event/LAT': 1, 'sv': u'took'}\n",
      "320 1718\tfactoid\tWhen was the White House built?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'built'}\n",
      "321 1635\tfactoid\tWhat is the name of the famous dogsledding race held each year in Alaska?\tanswer ['ENTY:sport'] {'sv': u'held', u'lat/race/LAT': 1}\n",
      "322 1450\tfactoid\tWhich U.S. state is the leading corn producer?\tanswer ['LOC:state'] {'sv_not_present': 1, u'lat/state/LAT': 1}\n",
      "323 1536\tfactoid\tWhat city is Lake Washington by?\tanswer ['LOC:city'] {'sv_not_present': 1, u'lat/city/LAT': 1}\n",
      "324 1482\tfactoid\tWhat county is Wilmington, Delaware in?\tanswer ['LOC:other'] {'sv_not_present': 1, u'lat/county/LAT': 1}\n",
      "325 1533\tfactoid\tWho directed the film \"Fail Safe\"?\tanswer ['HUM:ind'] {u'lat/person/QuestionWordLAT': 1, 'sv': u'directed'}\n",
      "326 1914\tfactoid\tWhat city is the home to the Rock and Roll Hall of Fame?\tanswer ['LOC:city'] {'sv_not_present': 1, u'lat/city/LAT': 1}\n",
      "327 2223\tfactoid\tWhen was the first practical camera invented?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'invented'}\n",
      "328 2026\tfactoid\tWhen was the first Olympics held?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'held'}\n",
      "329 2255\tfactoid\tHow do you say \"I love you\" in French?\tanswer ['ENTY:termeq'] {u'lat/say/LAT': 1, 'sv': u'say'}\n",
      "330 10037\tfactoid\tWhen was the first commercially successful steam engine invented?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'invented'}\n",
      "331 10059\tfactoid\thow long is the day?\tanswer ['NUM:period'] {u'lat/long/LAT': 1, 'sv_not_present': 1}\n",
      "332 1683\tfactoid\tWhat name is horror actor William Henry Pratt better known by?\tanswer ['HUM:ind'] {'sv': u'known'}\n",
      "333 1621\tfactoid\tWhat is the name of the country in the Pyrenees mountains between France and Spain?\tanswer ['LOC:country'] {'sv_not_present': 1, u'lat/country/LAT': 1}\n",
      "334 2390\tfactoid\tWhat ancient tribe of Mexico left behind huge stone heads?\tanswer ['HUM:ind'] {u'lat/tribe/LAT': 1, 'sv': u'left'}\n",
      "335 2104\tfactoid\tWhen was the first submarine not using human-powered propulsion invented?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'using'}\n",
      "336 1556\tfactoid\tWhat cemetery is Thurgood Marshall buried in?\tanswer ['HUM:ind'] {u'lat/cemetery/LAT': 1, 'sv': u'buried'}\n",
      "337 1547\tfactoid\tWhat is the atomic number of uranium?\tanswer ['NUM:other'] {'sv_not_present': 1, u'lat/number/LAT': 1}\n",
      "338 10052\tfactoid\tWhat is the chemical formula of methane?\tanswer ['DESC:def'] {u'lat/formula/LAT': 1, 'sv_not_present': 1}\n",
      "339 2052\tfactoid\tWhat county is San Antonio, Texas in?\tanswer ['LOC:other'] {'sv_not_present': 1, u'lat/county/LAT': 1}\n",
      "340 1871\tfactoid\tHow much gravity exists on Mars?\tanswer ['NUM:count'] {u'lat/amount/QuestionWordLAT': 1, 'sv': u'exists'}\n",
      "341 1444\tfactoid\tWhat female leader succeeded Ferdinand Marcos as president of the Philippines?\tanswer ['HUM:ind'] {u'lat/leader/LAT': 1, 'sv': u'succeeded'}\n",
      "342 2376\tfactoid\tWhat color belt is first in karate?\tanswer ['DESC:def'] {'sv_not_present': 1, u'lat/belt/LAT': 1}\n",
      "343 1528\tfactoid\tWhere did Kublai Khan live?\tanswer ['LOC:other'] {u'lat/location/QuestionWordLAT': 1, 'sv': u'live'}\n",
      "344 1442\tfactoid\tWhat is the chemical formula for sulphur dioxide?\tanswer ['DESC:def'] {u'lat/formula/LAT': 1, 'sv_not_present': 1}\n",
      "345 1565\tfactoid\tWhat is Karl Malone's nickname?\tanswer ['HUM:ind'] {u'lat/nickname/LAT': 1, 'sv_not_present': 1}\n",
      "346 1830\tfactoid\tWhat city does the Tour de France end in?\tanswer ['LOC:city'] {u'lat/city/LAT': 1, 'sv': u'end'}\n",
      "347 1419\tfactoid\tWhat year did Alaska become a state?\tanswer ['NUM:date'] {'sv': u'become', u'lat/year/LAT': 1}\n",
      "348 1782\tfactoid\tWho was the first woman to run for president?\tanswer ['HUM:ind'] {u'lat/woman/LAT': 1, 'sv': u'run'}\n",
      "349 2028\tfactoid\tWhat are the biggest snakes in the world?\tanswer ['DESC:def'] {u'lat/snakes/LAT': 1, u'lat/snake/ImplicitQLAT': 1, 'sv_not_present': 1}\n",
      "350 1994\tfactoid\tWhat was the Beatles' first number one hit?\tanswer ['DESC:def'] {'sv_not_present': 1, u'lat/hit/LAT': 1}\n",
      "351 1681\tfactoid\tWhen did Houdini die?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'die'}\n",
      "352 10023\tfactoid\tWhat is the density of water?\tanswer ['DESC:def'] {'sv_not_present': 1, u'lat/density/LAT': 1}\n",
      "353 1418\tfactoid\tWhen was the Rosenberg trial?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, 'sv_not_present': 1, u'lat/time/QuestionWordLAT': 1}\n",
      "354 1560\tfactoid\tWhat was Denzel Washington's first television series?\tanswer ['ENTY:cremat'] {u'lat/series/LAT': 1, 'sv_not_present': 1}\n",
      "355 1836\tfactoid\tWhat river runs through Rome, Italy?\tanswer ['LOC:other'] {u'lat/river/LAT': 1, 'sv': u'runs'}\n",
      "356 1427\tfactoid\tWhat was the first spaceship on the moon?\tanswer ['DESC:def'] {u'lat/spaceship/LAT': 1, 'sv_not_present': 1}\n",
      "357 2066\tfactoid\tWhat is tequila made from?\tanswer ['ENTY:substance'] {'sv': u'made'}\n",
      "358 1688\tfactoid\tWhat year was the gateway arch built?\tanswer ['NUM:date'] {'sv': u'built', u'lat/year/LAT': 1}\n",
      "359 1411\tfactoid\tWhat Spanish explorer discovered the Mississippi River?\tanswer ['HUM:ind'] {u'lat/explorer/LAT': 1, 'sv': u'discovered'}\n",
      "360 1811\tfactoid\tWhen was penicillin first used?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'used'}\n",
      "361 2133\tfactoid\tWhen was Abraham Lincoln born?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'born'}\n",
      "362 1662\tfactoid\tWhen was Jerusalem invaded by the general Titus?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'invaded'}\n",
      "363 1821\tfactoid\tWho was the architect who designed the Empire State Building?\tanswer ['HUM:ind'] {u'lat/architect/LAT': 1, 'sv': u'designed'}\n",
      "364 2000\tfactoid\tHow many Earth days does it take for Mars to orbit the sun?\tanswer ['NUM:count'] {u'lat/amount/QuestionWordLAT': 1, 'sv': u'take'}\n",
      "365 2261\tfactoid\tWhat college did Magic Johnson go to?\tanswer ['HUM:gr'] {u'lat/college/LAT': 1, 'sv': u'go'}\n",
      "366 1652\tfactoid\tWhen did the United States enter World War II?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'enter'}\n",
      "367 1874\tfactoid\tWhen was the battle of Shiloh?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, 'sv_not_present': 1, u'lat/time/QuestionWordLAT': 1}\n",
      "368 1570\tfactoid\tWhat is the legal age to vote in Argentina?\tanswer ['NUM:period'] {u'lat/age/LAT': 1, 'sv': u'vote'}\n",
      "369 1991\tfactoid\tHow did Minnesota get its name?\tanswer ['DESC:manner'] {'sv_not_present': 1, u'lat/get/LAT': 1}\n",
      "370 1839\tfactoid\tWhat country was formed in 1948?\tanswer ['LOC:country'] {u'lat/country/LAT': 1, 'sv': u'formed'}\n",
      "371 1397\tfactoid\tWhat was the largest crowd to ever come see Michael Jordan?\tanswer ['DESC:desc'] {'sv': u'come', u'lat/crowd/LAT': 1}\n",
      "372 1414\tfactoid\tWhat was the length of the  Wright brothers' first flight?\tanswer ['DESC:def'] {'sv_not_present': 1, u'lat/length/LAT': 1}\n",
      "373 2315\tfactoid\tHow many tentacles do squids actually have?\tanswer ['NUM:count'] {u'lat/amount/QuestionWordLAT': 1, 'sv_not_present': 1}\n",
      "374 1645\tfactoid\tHow much is the international space stations expected to cost?\tanswer ['NUM:count'] {u'lat/amount/QuestionWordLAT': 1, 'sv': u'expected'}\n",
      "375 2131\tfactoid\tWho was the first African-American speaker of the California State Assembly?\tanswer ['DESC:def'] {u'lat/speaker/LAT': 1, 'sv_not_present': 1}\n",
      "376 1736\tfactoid\tWhere on the body would you find the jowls?\tanswer ['LOC:other'] {u'lat/location/QuestionWordLAT': 1, 'sv': u'find'}\n",
      "377 1477\tfactoid\tWhat are wavelengths of visible light measured in?\tanswer ['HUM:ind'] {'sv': u'measured'}\n",
      "378 1824\tfactoid\tWhich planet did the spacecraft Magellan enable scientists to research extensively?\tanswer ['LOC:other'] {u'lat/planet/LAT': 1, 'sv': u'enable'}\n",
      "379 1855\tfactoid\tHow fast is the world spinning?\tanswer ['NUM:speed'] {'sv': u'spinning', u'lat/fast/LAT': 1}\n",
      "380 2136\tfactoid\tHow many moons does Neptune have?\tanswer ['NUM:count'] {u'lat/amount/QuestionWordLAT': 1, 'sv_not_present': 1}\n",
      "381 1576\tfactoid\tWhat galaxy is closest to the milky way?\tanswer ['DESC:def'] {'sv_not_present': 1, u'lat/galaxy/LAT': 1}\n",
      "382 1595\tfactoid\tWhat person developed COBOL?\tanswer ['HUM:ind'] {u'lat/person/LAT': 1, 'sv': u'developed'}\n",
      "383 2122\tfactoid\tWhat is the inner peel of an orange called?\tanswer ['ENTY:termeq'] {'sv': u'called'}\n",
      "384 1781\tfactoid\tWhat year did \"Snow White\" come out?\tanswer ['NUM:date'] {'sv': u'come', u'lat/year/LAT': 1}\n",
      "385 1784\tfactoid\tWhat is the scientific name for leech?\tanswer ['DESC:def'] {'sv_not_present': 1}\n",
      "386 2165\tfactoid\tWhat date was the Declaration of Independence signed on?\tanswer ['NUM:date'] {u'lat/date/LAT': 1, 'sv': u'signed'}\n",
      "387 1637\tfactoid\tWhat is the name of the five pointed star commonly used by Satanists?\tanswer ['HUM:ind'] {u'lat/star/LAT': 1, 'sv': u'used'}\n",
      "388 1447\tfactoid\tWhat is the capital of Syria?\tanswer ['LOC:city'] {'sv_not_present': 1, u'lat/capital/LAT': 1}\n",
      "389 1531\tfactoid\tWhat does NASDAQ stand for?\tanswer ['ABBR:exp'] {u'lat/organization/LAT': 1, 'sv': u'stand'}\n",
      "390 10090\tfactoid\twhen did vikings colonize greenland?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'greenland'}\n",
      "391 2391\tfactoid\tWhat president created social security?\tanswer ['HUM:ind'] {u'lat/president/LAT': 1, 'sv': u'created'}\n",
      "392 1480\tfactoid\tWhat is the principle port in Ecuador?\tanswer ['DESC:def'] {'sv_not_present': 1, u'lat/port/LAT': 1}\n",
      "393 2195\tfactoid\tWhen was Ronald Reagan shot?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'shot'}\n",
      "394 1488\tfactoid\tWhat is the name of the professional baseball team in Myrtle Beach, South Carolina?\tanswer ['HUM:gr'] {'sv_not_present': 1, u'lat/team/LAT': 1}\n",
      "395 2252\tfactoid\tWhat apostle was crucified?\tanswer ['HUM:ind'] {'sv_not_present': 1, u'lat/apostle/LAT': 1}\n",
      "396 1583\tfactoid\tWhat is the text of an opera called?\tanswer ['ENTY:termeq'] {'sv': u'called'}\n",
      "397 10041\tfactoid\tWhere was the first of the International Mathematical Olympiads held?\tanswer ['LOC:other'] {u'lat/location/QuestionWordLAT': 1, 'sv': u'held'}\n",
      "398 1716\tfactoid\tWho was the first Triple Crown Winner?\tanswer ['DESC:def'] {'sv_not_present': 1, u'lat/winner/LAT': 1}\n",
      "399 1969\tfactoid\tWhat does ACLU stand for?\tanswer ['ABBR:exp'] {u'lat/aclu/LAT': 1, 'sv': u'stand'}\n",
      "400 2127\tfactoid\tWhat country did Panama gain its independence from?\tanswer ['LOC:country'] {u'lat/country/LAT': 1, 'sv': u'gain'}\n",
      "401 1609\tfactoid\tWhat is the currency of Bolivia called?\tanswer ['ENTY:termeq'] {'sv': u'called'}\n",
      "402 2337\tfactoid\tHow did Joseph Smith die?\tanswer ['DESC:manner'] {u'lat/die/LAT': 1, 'sv': u'die'}\n",
      "403 2129\tfactoid\tHow many home runs did Henry \"Hank\" Aaron hit in his major league career?\tanswer ['NUM:count'] {u'lat/amount/QuestionWordLAT': 1, 'sv': u'hit'}\n",
      "404 1742\tfactoid\tWhen did the Mesozoic period end?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'end'}\n",
      "405 1606\tfactoid\tWhat is the boiling point of water?\tanswer ['DESC:def'] {'sv_not_present': 1, u'lat/point/LAT': 1}\n",
      "406 2152\tfactoid\tWhen was the Great Wall of China built?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, u'lat/time/QuestionWordLAT': 1, 'sv': u'built'}\n",
      "407 2102\tfactoid\tWhat American landmark stands on Liberty Island?\tanswer ['LOC:other'] {u'lat/landmark/LAT': 1, 'sv': u'stands'}\n",
      "408 2289\tfactoid\tWhat continent is Togo on?\tanswer ['LOC:other'] {u'lat/continent/LAT': 1, 'sv_not_present': 1}\n",
      "409 10071\tfactoid\twhat is the answer to ultimate question of life, universe and everything?\tanswer ['DESC:def'] {u'lat/answer/LAT': 1, 'sv_not_present': 1}\n",
      "410 1956\tfactoid\tWhat country is the largest in square miles?\tanswer ['LOC:country'] {'sv_not_present': 1, u'lat/country/LAT': 1}\n",
      "411 1983\tfactoid\tWhen was Lyndon B. Johnson president?\tanswer ['NUM:date'] {u'lat/date/QuestionWordLAT': 1, 'sv_not_present': 1, u'lat/time/QuestionWordLAT': 1}\n",
      "412 1916\tfactoid\tWhat city did Duke Ellington live in?\tanswer ['LOC:city'] {u'lat/city/LAT': 1, 'sv': u'live'}\n",
      "413 1859\tfactoid\tWhat branch of the military has its academy in Annapolis?\tanswer ['DESC:def'] {u'lat/branch/LAT': 1, 'sv_not_present': 1}\n",
      "414 1700\tfactoid\tWhere is America's Stonehenge?\tanswer ['LOC:other'] {'sv_not_present': 1, u'lat/location/QuestionWordLAT': 1}\n",
      "415 2295\tfactoid\tWhat 1857 U.S. Supreme Court decision denied that blacks were citizens?\tanswer ['NUM:date'] {u'lat/date/LAT': 1, u'lat/organization/LAT': 1, 'sv': u'denied'}\n",
      "416 1713\tfactoid\tWhat is the name of the phobia for number 13?\tanswer ['DESC:def'] {'sv_not_present': 1, u'lat/phobia/LAT': 1}\n",
      "417 1856\tfactoid\tWhat city is known as the rubber capital of the world?\tanswer ['LOC:city'] {u'lat/city/LAT': 1, 'sv': u'known'}\n",
      "418 2121\tfactoid\tWhat artist recorded the song \"At Last\" in the 40's or 50's?\tanswer ['HUM:ind'] {'sv': u'recorded', u'lat/artist/LAT': 1}\n",
      "419 10057\tfactoid\thow long are spaghetti?\tanswer ['NUM:period'] {u'lat/long/LAT': 1, 'sv_not_present': 1}\n",
      "420 1615\tfactoid\tWhat is Africa's largest country?\tanswer ['LOC:country'] {'sv_not_present': 1, u'lat/country/LAT': 1}\n",
      "421 10099\tfactoid\twho are the inventors of the first transistor?\tanswer ['HUM:ind'] {u'lat/inventor/ImplicitQLAT': 1, 'sv_not_present': 1, u'lat/inventors/LAT': 1}\n",
      "422 10010\tfactoid\tWhat currency is used in Christiania?\tanswer ['ENTY:other'] {u'lat/currency/LAT': 1, 'sv': u'used'}\n",
      "423 1911\tfactoid\tWhat is the name of the chart that tells you the symbol for all chemical elements?\tanswer ['HUM:ind'] {u'lat/chart/LAT': 1, 'sv': u'tells'}\n",
      "424 10094\tfactoid\twhere was jesus born?,\tanswer ['LOC:other'] {u'lat/location/QuestionWordLAT': 1, 'sv': u'born'}\n",
      "425 10109\tfactoid\twho wrote ender's game?\tanswer ['HUM:ind'] {u'lat/person/QuestionWordLAT': 1, 'sv': u'wrote'}\n",
      "426 1496\tfactoid\tWhat country is Berlin in?\tanswer ['LOC:country'] {'sv_not_present': 1, u'lat/country/LAT': 1}\n",
      "427 1464\tfactoid\tWho is the detective on \"Diagnosis Murder\"?\tanswer ['HUM:ind'] {'sv_not_present': 1, u'lat/detective/LAT': 1}\n",
      "428 1640\tfactoid\tWho founded Taoism?\tanswer ['HUM:ind'] {u'lat/person/QuestionWordLAT': 1, 'sv': u'founded'}\n",
      "429 1843\tfactoid\tIn what month are the most babies born?\tanswer ['NUM:date'] {u'lat/month/LAT': 1, 'sv': u'born'}\n"
     ]
    }
   ],
   "source": [
    "with open('data/yoda-questions.json', 'r') as f:\n",
    "    fdict = [q_to_fdict(q) for q in json.load(f)]\n",
    "    testX = Xdict.transform(fdict)\n",
    "    \n",
    "with open('data/yoda-questions.tsv', 'r') as f:\n",
    "    for i, line in enumerate(f):\n",
    "        print (i, line.replace(\"\\n\", \"\"), cfier.predict(testX[i]), fdict[i])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 106,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['NUM']\n",
      "1.0\n",
      "[ 0.02565605  0.12500891  0.21361431  0.16216415  0.0873067   0.38624988]\n",
      "[0.06587366247997618, 0.3209689360896998, 0.548469356659683, 0.4163675485305018, 0.22416591393764587, 0.9917229946397051]\n",
      "[0.025656049577277885, 0.12500891292611263, 0.21361431073239487, 0.1621641497573534, 0.0873066956504546, 0.3862498813564065]\n"
     ]
    }
   ],
   "source": [
    "import math\n",
    "idx = 27\n",
    "cls = 4\n",
    "print (cfier.predict(testX[idx]))\n",
    "pred = cfier.predict_proba(testX[idx])[0]\n",
    "print (sum(pred))\n",
    "print (pred)\n",
    "res = [1.0 / (1.0 + math.exp(-cfier.intercept_[cls] - testX.getrow(idx).dot(cfier.coef_[cls]))) for cls in range(6)] \n",
    "print (res)\n",
    "print ([r/sum(res) for r in res])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:gensim.models.word2vec:consider setting layer size to a multiple of 4 for greater performance\n"
     ]
    }
   ],
   "source": [
    "import gensim\n",
    "\n",
    "word_vector_path = \"data/glove.6B.50d.txt\"\n",
    "word_vector = gensim.models.Word2Vec.load_word2vec_format(word_vector_path, binary=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def create201dim_vectors(json_filename, tsv_filename):\n",
    "    with open(json_filename, 'r') as f:\n",
    "        json_dict = json.load(f)\n",
    "\n",
    "    res = []\n",
    "    with open(tsv_filename, 'r') as f:\n",
    "        for i, line in enumerate(f):\n",
    "            question = line.split(\"\\t\")[2].lower()\n",
    "            try:\n",
    "                first_word_vec = word_vector[question.split(\" \")[0]]\n",
    "            except KeyError:\n",
    "                first_word_vec = np.zeros(50)\n",
    "            try:\n",
    "                second_word_vec = word_vector[question.split(\" \")[1]]\n",
    "            except KeyError:\n",
    "                second_word_vec = np.zeros(50)\n",
    "            lat_array = [lat['text'] for lat in json_dict[i]['LAT'] if lat['type'] != \"WordnetLAT\"]\n",
    "            sv_array = json_dict[i]['SV']\n",
    "            lat_vec = np.zeros(50)\n",
    "            for w in lat_array:\n",
    "                try:\n",
    "                    tmp = word_vector[w.lower()]\n",
    "                except:\n",
    "                    tmp = np.zeros(50)\n",
    "                lat_vec = lat_vec + tmp\n",
    "            if (len(lat_array) != 0):\n",
    "                lat_vec = lat_vec / float(len(lat_array))\n",
    "            else:\n",
    "                lat_vec = np.zeros(50)\n",
    "#             lat_vec = np.mean([word_vector[w.lower()] if w.lower() in word_vector else np.zeros(50) for w in lat_array], axis=0)\n",
    "#             print lat_vec\n",
    "#             if (len(lat_array) == 1 and lat_array[0].lower() in word_vector):\n",
    "#                 lat_vec = word_vector[lat_array[0].lower()]\n",
    "#             else:\n",
    "#                 lat_vec = np.zeros(50)\n",
    "            if (len(sv_array) == 1 and sv_array[0].lower() in word_vector):\n",
    "                sv_vec = word_vector[sv_array[0].lower()]\n",
    "                flag = 0\n",
    "            else:\n",
    "                sv_vec = np.zeros(50)\n",
    "                flag = 1\n",
    "            vec = np.concatenate((first_word_vec, second_word_vec, lat_vec, sv_vec, np.zeros(1) + flag))\n",
    "            res.append(vec)\n",
    "    return res"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "5452\n",
      "500\n",
      "[ 0.89233577  0.84854015  0.86837294  0.88095238  0.9029304   0.84954128\n",
      "  0.86003683  0.86924494  0.86740331  0.85267035]\n",
      "0.898\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<500x2837 sparse matrix of type '<type 'numpy.float64'>'\n",
       "\twith 835 stored elements in Compressed Sparse Row format>"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#201 dimensional vectors; vectors of first two words from question plus LAT and SV\n",
    "\n",
    "\n",
    " \n",
    "train200vectors = create201dim_vectors('data/train-data.json', 'data/train-data.tsv')\n",
    "\n",
    "cfier = LogisticRegression(solver='lbfgs', multi_class='multinomial')\n",
    "cfier.fit(train200vectors, trainY)\n",
    " \n",
    "test200vectors = create201dim_vectors('data/test-data.json', 'data/test-data.tsv')\n",
    "        \n",
    "cfier.score(test200vectors, testY)\n",
    "\n",
    "print (len(train200vectors))\n",
    "print (len(test200vectors))\n",
    "# print (testX)\n",
    "from scipy.sparse import hstack\n",
    "mergedTrain = hstack((train200vectors, trainX))\n",
    "mergedTest = hstack((test200vectors, testX))\n",
    "\n",
    "\n",
    "cfier = LogisticRegression(solver='lbfgs', multi_class='multinomial')\n",
    "cfier.fit(mergedTrain, trainY)\n",
    "        \n",
    "print (cross_validation.cross_val_score(cfier, mergedTrain, trainY, cv=10))    \n",
    "print (cfier.score(mergedTest, testY))\n",
    "testX"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {
    "collapsed": false,
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "27\tLOC:other\tWhat imaginary line is halfway between the North and South Poles ?\tLOC ['ENTY'] [] [u'line']\n",
      "44\tENTY:animal\tWhat is the proper name for a female walrus ?\tENTY ['DESC'] [] []\n",
      "59\tNUM:speed\tWhat is the speed hummingbirds fly ?\tNUM ['ENTY'] [] [u'fly']\n",
      "61\tHUM:ind\tWhat was W.C. Fields ' real name ?\tHUM ['ENTY'] [] [u'fields', u'field']\n",
      "75\tDESC:def\tWhat is the pH scale ?\tDESC ['ENTY'] [] [u'scale']\n",
      "99\tENTY:other\tWhat is the longest major league baseball-winning streak ?\tENTY ['NUM'] [u'baseball-winning'] [u'streak']\n",
      "106\tNUM:temp\tThe sun 's core , what is the temperature ?\tNUM ['ENTY'] [] [u'core']\n",
      "117\tENTY:substance\tWhat mineral helps prevent osteoporosis ?\tENTY ['LOC'] [u'helps'] [u'mineral']\n",
      "128\tDESC:def\tWhat is Wimbledon ?\tDESC ['LOC'] [] [u'location']\n",
      "135\tENTY:other\tWhat is the major fault line near Kentucky ?\tENTY ['DESC'] [] [u'line']\n",
      "140\tDESC:def\tWhat is severance pay ?\tDESC ['NUM'] [] [u'pay']\n",
      "148\tDESC:def\tWhat does Phi Beta Kappa mean ?\tDESC ['ABBR'] [u'mean'] [u'organization']\n",
      "150\tENTY:termeq\tWhat is another name for vitamin B1 ?\tENTY ['DESC'] [] []\n",
      "158\tLOC:other\tIn the late 1700 's British convicts were used to populate which colony ?\tLOC ['HUM'] [u'used'] [u'colony']\n",
      "184\tENTY:substance\tWhat is natural gas composed of ?\tENTY ['DESC'] [u'composed'] []\n",
      "189\tENTY:substance\tWhat is the birthstone for June ?\tENTY ['DESC'] [] [u'birthstone']\n",
      "190\tENTY:other\tWhat is the sales tax in Minnesota ?\tENTY ['DESC'] [] [u'tax']\n",
      "203\tENTY:animal\tWhat are the animals that don 't have backbones called ?\tENTY ['DESC'] [u'have'] [u\"'t\"]\n",
      "204\tNUM:other\tWhat is the melting point of copper ?\tNUM ['DESC'] [] [u'point']\n",
      "213\tLOC:other\tWhat New York City structure is also known as the Twin Towers ?\tLOC ['ENTY'] [u'known'] [u'structure']\n",
      "214\tDESC:def\tWhat is fungus ?\tDESC ['ENTY'] [] [u'fungus']\n",
      "219\tDESC:def\tWhat is influenza ?\tDESC ['ENTY'] [] [u'influenza']\n",
      "223\tENTY:other\tWhat is the electrical output in Madrid , Spain ?\tENTY ['NUM'] [] [u'output']\n",
      "234\tENTY:other\tWhat are the two houses of the Legislative branch ?\tENTY ['LOC'] [] [u'houses', u'house']\n",
      "241\tDESC:def\tWhat is Valentine 's Day ?\tDESC ['NUM'] [] [u'day']\n",
      "249\tENTY:other\tWhat is the criterion for being legally blind ?\tENTY ['DESC'] [] [u'criterion']\n",
      "256\tNUM:dist\tWhat is the depth of the Nile river ?\tNUM ['DESC'] [] [u'depth']\n",
      "258\tDESC:def\tWhat is Mardi Gras ?\tDESC ['HUM'] [] [u'person']\n",
      "275\tDESC:reason\tWhat is the esophagus used for ?\tDESC ['ENTY'] [u'used'] []\n",
      "289\tDESC:def\tWhat is strep throat ?\tDESC ['ENTY'] [] [u'throat']\n",
      "298\tENTY:other\tWhat does a barometer measure ?\tENTY ['DESC'] [u'measure'] [u'barometer']\n",
      "313\tDESC:def\tWhat is pneumonia ?\tDESC ['ENTY'] [] [u'pneumonia']\n",
      "319\tLOC:other\tWhat is the brightest star ?\tLOC ['HUM'] [] [u'star']\n",
      "322\tABBR:exp\tWhat is TMJ ?\tABBR ['DESC'] [] [u'tmj']\n",
      "325\tABBR:exp\tWhat does the technical term ISDN mean ?\tABBR ['DESC'] [u'mean'] [u'isdn']\n",
      "329\tDESC:def\tWhat is the Milky Way ?\tDESC ['ENTY'] [] [u'way']\n",
      "334\tNUM:other\tWhat is the melting point of gold ?\tNUM ['DESC'] [] [u'point']\n",
      "358\tDESC:reason\tWhy in tennis are zero points called love ?\tDESC ['ENTY'] [u'called'] []\n",
      "362\tENTY:body\tWhat is the only artery that carries blue blood from the heart to the lungs ?\tENTY ['DESC'] [u'carries'] [u'artery']\n",
      "363\tNUM:other\tHow often does Old Faithful erupt at Yellowstone National Park ?\tNUM ['DESC'] [u'erupt'] [u'often']\n",
      "373\tDESC:def\tWhat is mad cow disease ?\tDESC ['ENTY'] [] [u'disease']\n",
      "425\tENTY:other\tWhat monastery was raided by Vikings in the late eighth century ?\tENTY ['LOC'] [u'raided'] [u'monastery']\n",
      "431\tENTY:animal\tWhat is the name given to the Tiger at Louisiana State University ?\tENTY ['DESC'] [] []\n",
      "438\tABBR:exp\tWhat does the abbreviation SOS mean ?\tABBR ['DESC'] [u'mean'] [u'sos']\n",
      "443\tENTY:animal\tWhat is the scientific name for elephant ?\tENTY ['DESC'] [] []\n",
      "446\tLOC:other\tWhat is the rainiest place on Earth ?\tLOC ['DESC'] [] [u'place']\n",
      "460\tHUM:gr\tWhat did Jesse Jackson organize ?\tHUM ['ENTY'] [u'organize'] [u'person']\n",
      "462\tLOC:other\tWhat is the National Park in Utah ?\tLOC ['DESC'] [] [u'organization']\n",
      "470\tDESC:def\tWhat are capers ?\tDESC ['ENTY'] [] [u'capers', u'caper']\n",
      "481\tENTY:substance\tWhat precious stone is a form of pure carbon ?\tENTY ['LOC'] [] [u'stone']\n",
      "498\tENTY:substance\tWhat is the birthstone of October ?\tENTY ['DESC'] [] [u'birthstone']\n"
     ]
    }
   ],
   "source": [
    "#Error analysis\n",
    "\n",
    "#TODO: Table of weights of features, most similar words to segments of weight vector \n",
    "with open('data/test-data.json', 'r') as f:\n",
    "    json_dict = json.load(f)\n",
    "    \n",
    "with open('data/test-data.tsv', 'r') as f:\n",
    "    for i, line in enumerate(f):\n",
    "        if (cfier.predict(mergedTest.getrow(i)) != testY[i]):\n",
    "            print (line.replace(\"\\n\", \"\"), cfier.predict(mergedTest.getrow(i)), json_dict[i]['SV'], [lat['text'] for lat in json_dict[i]['LAT'] if lat['type'] != \"WordnetLAT\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 136,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Class name: ABBR\n",
      "First word:\n",
      "[(u'moneyline', 0.7154236435890198), (u'qap', 0.7011500597000122), (u'noisecreep', 0.6815968751907349), (u'wakamiya', 0.6767191886901855), (u'belorusskaya', 0.6736595630645752), (u'al-arabiya', 0.6730930209159851), (u'newstalkzb', 0.6696533560752869), (u'kacl', 0.669644296169281), (u'b.b.c.', 0.669158935546875), (u'wtcg', 0.6644538640975952)]\n",
      "Second word:\n",
      "[(u'thinks', 0.7000970840454102), (u'does', 0.6979345083236694), (u'asks', 0.6614990234375), (u'agrees', 0.6588461995124817), (u'responds', 0.6519638895988464), (u'understands', 0.6457714438438416), (u'decides', 0.6331676840782166), (u'assures', 0.6288090944290161), (u'pretends', 0.6233050227165222), (u'gives', 0.6220813989639282)]\n",
      "Support verb:\n",
      "[(u'kvb', 0.7588256001472473), (u'prm', 0.734941303730011), (u'uac', 0.7319374084472656), (u'bcu', 0.7307842373847961), (u'cnp', 0.7290647029876709), (u'mjc', 0.723932147026062), (u'ncec', 0.7226738333702087), (u'atu', 0.7218532562255859), (u'asf', 0.7200237512588501), (u'lsf', 0.7168627381324768)]\n",
      "LAT:\n",
      "[(u'offish', 0.7459133267402649), (u'56-run', 0.720241904258728), (u'watie', 0.6936686038970947), (u'43-run', 0.6826963424682617), (u'stand', 0.6823496222496033), (u'108-run', 0.6771211624145508), (u'57-run', 0.6765037178993225), (u'59-run', 0.6733664274215698), (u'principled', 0.6682907938957214), (u'63-run', 0.6681469678878784)]\n",
      "SV not present flag:\n",
      "[ 0.51747705]\n",
      "Class name: DESC\n",
      "First word:\n",
      "[(u'tantalize', 0.6494022011756897), (u'antlions', 0.6314066052436829), (u'resends', 0.6137224435806274), (u'interact', 0.6105344891548157), (u'wearables', 0.6097284555435181), (u'map-set', 0.6092408895492554), (u'wxx', 0.6082141399383545), (u'smarttoaster', 0.5996882319450378), (u'codings', 0.5977312922477722), (u'chatterboxes', 0.5956848859786987)]\n",
      "Second word:\n",
      "[(u'elaborating', 0.5798358917236328), (u'clarified', 0.5792006850242615), (u'precautionary', 0.561297595500946), (u'beforehand', 0.5530142784118652), (u'mr', 0.5451924204826355), (u'okay', 0.5388347506523132), (u'ascertained', 0.5384873747825623), (u'minimized', 0.5335121154785156), (u'confirm', 0.5267183780670166), (u'respond', 0.5259543657302856)]\n",
      "Support verb:\n",
      "[(u'elucidate', 0.6278889179229736), (u'predispositions', 0.6221814155578613), (u'overanalyze', 0.6181695461273193), (u'conceptualize', 0.6072235703468323), (u'oversell', 0.5937994122505188), (u'cross-contamination', 0.5858014225959778), (u'backfilling', 0.5809050798416138), (u'genetical', 0.5807750821113586), (u'piatigorsky', 0.5785031318664551), (u'lamarckian', 0.5758213400840759)]\n",
      "LAT:\n",
      "[(u'nervousness', 0.617618978023529), (u'experiencing', 0.6164699792861938), (u'intensity', 0.6026028394699097), (u'profound', 0.5999748706817627), (u'immeasurable', 0.5948636531829834), (u'weakness', 0.5935126543045044), (u'resiliency', 0.5886414051055908), (u'fatigue', 0.5884714722633362), (u'sluggishness', 0.5867324471473694), (u'malaise', 0.585913896560669)]\n",
      "SV not present flag:\n",
      "[ 1.03568948]\n",
      "Class name: ENTY\n",
      "First word:\n",
      "[(u'vindication', 0.5599578022956848), (u'turnabout', 0.5597326755523682), (u'sesquicentennial', 0.5386641025543213), (u'repudiation', 0.5146307349205017), (u'centenary', 0.5132686495780945), (u'cateau-cambr\\xe9sis', 0.5050214529037476), (u'abrogation', 0.4986446797847748), (u'bicentennial', 0.49813371896743774), (u'tercentenary', 0.4951588809490204), (u'understatement', 0.4941164255142212)]\n",
      "Second word:\n",
      "[(u'herm\\xe8s', 0.5825003385543823), (u'weisberger', 0.5821611881256104), (u'kampf', 0.5813867449760437), (u'sascha', 0.5807434320449829), (u'silkscreen', 0.577894926071167), (u'barrois', 0.5728824138641357), (u'rollerball', 0.570147693157196), (u'jeanswear', 0.5677283406257629), (u'lapierre', 0.5673120617866516), (u'smarties', 0.5657227635383606)]\n",
      "Support verb:\n",
      "[(u'copycat', 0.6569264531135559), (u'rash', 0.5932012796401978), (u'scares', 0.5846558213233948), (u'pulps', 0.5822142362594604), (u'scare', 0.5819427371025085), (u'wacky', 0.5814789533615112), (u'arrhythmic', 0.5812384486198425), (u'mimicking', 0.5806019902229309), (u'escapade', 0.574468731880188), (u'eliminationist', 0.5730712413787842)]\n",
      "LAT:\n",
      "[(u'uridine', 0.5813819169998169), (u'aphid', 0.5808944702148438), (u'plumtree', 0.5643253326416016), (u'dhole', 0.5579511523246765), (u'fasso', 0.5546517968177795), (u'allergy', 0.5522546172142029), (u'hebdo', 0.5496068000793457), (u'percheron', 0.5480340123176575), (u'anansie', 0.5437766313552856), (u'four-eyed', 0.5423303246498108)]\n",
      "SV not present flag:\n",
      "[-1.0308718]\n",
      "Class name: HUM\n",
      "First word:\n",
      "[(u'charismatic', 0.6585046052932739), (u'outspoken', 0.6487096548080444), (u'businessman', 0.6484447717666626), (u'supporter', 0.6347205638885498), (u'industrialist', 0.6179815530776978), (u'firebrand', 0.6140920519828796), (u'maverick', 0.5962743163108826), (u'billionaire', 0.5855902433395386), (u'politician', 0.5805769562721252), (u'activist', 0.580403208732605)]\n",
      "Second word:\n",
      "[(u'co-chairmen', 0.68980872631073), (u'ultra-nationalist', 0.670501172542572), (u'pittsburgh-based', 0.6533981561660767), (u'dallas-based', 0.6507881283760071), (u'377th', 0.6486619114875793), (u'manchester-based', 0.6466473340988159), (u'secura', 0.6427387595176697), (u'tokyo-based', 0.6354988217353821), (u'rome-based', 0.6328545212745667), (u'birmingham-based', 0.6240511536598206)]\n",
      "Support verb:\n",
      "[(u'brother-in-law', 0.6980912685394287), (u'son-in-law', 0.6660081744194031), (u'prot\\xe9g\\xe9', 0.662935733795166), (u'mentor', 0.635399341583252), (u'co-worker', 0.6262468695640564), (u'nephew', 0.6248056292533875), (u'father-in-law', 0.6239594221115112), (u'brother', 0.6026424169540405), (u'befriended', 0.5956473350524902), (u'colleague', 0.5873822569847107)]\n",
      "LAT:\n",
      "[(u'adolph', 0.586548924446106), (u'gnaeus', 0.579216480255127), (u'dubs', 0.562324583530426), (u'reis', 0.5583768486976624), (u'jean-baptiste', 0.5580431222915649), (u'gernsback', 0.5528304576873779), (u'siri', 0.5518659949302673), (u'l\\xf6nnrot', 0.5508706569671631), (u'daguerre', 0.5437593460083008), (u'jourdan', 0.5421696305274963)]\n",
      "SV not present flag:\n",
      "[-0.65814737]\n",
      "Class name: LOC\n",
      "First word:\n",
      "[(u'roanoke', 0.6956032514572144), (u'riverside', 0.6774433255195618), (u'pulaski', 0.6720386743545532), (u'macon', 0.662517786026001), (u'camden', 0.6572606563568115), (u'knoxville', 0.6556580066680908), (u'heights', 0.653424859046936), (u'boonville', 0.648805558681488), (u'savannah', 0.6456263065338135), (u'shenandoah', 0.6431076526641846)]\n",
      "Second word:\n",
      "[(u'batam', 0.6422820091247559), (u'nouakchott', 0.6232861280441284), (u'baraachit', 0.6171653270721436), (u'dongsha', 0.6133064031600952), (u'fakaofo', 0.6128275394439697), (u'ashulia', 0.6082368493080139), (u'coloane', 0.5889632701873779), (u'roatan', 0.5873995423316956), (u'talpiot', 0.5865426063537598), (u'hadatha', 0.5838143825531006)]\n",
      "Support verb:\n",
      "[(u'scenic', 0.6367794871330261), (u'adjoins', 0.6293459534645081), (u'bordering', 0.6290820240974426), (u'snowdonia', 0.6265887022018433), (u'belize', 0.6231825947761536), (u'boulevard', 0.6197035312652588), (u'plaza', 0.6075308322906494), (u'overlooks', 0.6049766540527344), (u'shores', 0.6034310460090637), (u'overlooking', 0.6002023220062256)]\n",
      "LAT:\n",
      "[(u'gated', 0.6718655824661255), (u'andrievskaya', 0.647465169429779), (u'lazarevac', 0.6367316246032715), (u'lakeside', 0.6278865337371826), (u'islet', 0.6141378283500671), (u'huairou', 0.602842390537262), (u'koreatown', 0.6018618941307068), (u'adjoins', 0.6009559035301208), (u'interlaken', 0.5993412733078003), (u'supai', 0.5971242785453796)]\n",
      "SV not present flag:\n",
      "[ 0.08077887]\n",
      "Class name: NUM\n",
      "First word:\n",
      "[(u'pupating', 0.6699737310409546), (u'splitted', 0.6256968975067139), (u'reappearing', 0.6256310939788818), (u'reheat', 0.6163939833641052), (u'restlessly', 0.6151826977729797), (u'pureeing', 0.6071527600288391), (u'whisking', 0.6047300100326538), (u'self-assemble', 0.6015894412994385), (u'unfed', 0.5954711437225342), (u'head-first', 0.5938854217529297)]\n",
      "Second word:\n",
      "[(u'200-year', 0.6436155438423157), (u'300-year', 0.6372612118721008), (u'100-year', 0.6187162399291992), (u'tumultuous', 0.6149284243583679), (u'1,000-year', 0.605301022529602), (u'10-week', 0.603624701499939), (u'400-year', 0.5967216491699219), (u'a-half', 0.592625081539154), (u'6-week', 0.5896350145339966), (u'eventful', 0.580674409866333)]\n",
      "Support verb:\n",
      "[(u'whopping', 0.7354870438575745), (u'147', 0.709568977355957), (u'lowest', 0.7015847563743591), (u'exceeding', 0.7001180648803711), (u'equaling', 0.6896629929542542), (u'average', 0.6780858039855957), (u'increments', 0.6771896481513977), (u'totals', 0.6751649379730225), (u'minus', 0.6740583777427673), (u'forty-five', 0.6738307476043701)]\n",
      "LAT:\n",
      "[(u'2037', 0.6325118541717529), (u'.530', 0.6189462542533875), (u'155.00', 0.615100085735321), (u'1-june', 0.5930004715919495), (u'2024', 0.5892552733421326), (u'2029', 0.5860648155212402), (u'2042', 0.5855019092559814), (u'cafardo@globe.com', 0.5848619341850281), (u'2028', 0.5789092183113098), (u'jsaltzman@globe.com', 0.5642765760421753)]\n",
      "SV not present flag:\n",
      "[ 0.05507377]\n"
     ]
    }
   ],
   "source": [
    "idx = 0\n",
    "s = set()\n",
    "[s.add(e) for e in trainY]\n",
    "s = sorted(s)\n",
    "# print (cfier.predict(test200vectors[idx]))\n",
    "# print (cfier.predict_proba(test200vectors[idx]))\n",
    "\n",
    "for i, weight_vector in enumerate(cfier.coef_):\n",
    "    print (\"Class name: \" + s[i])\n",
    "    print (\"First word:\")\n",
    "    print (word_vector.most_similar(positive=[weight_vector[:50]]))\n",
    "    print (\"Second word:\")\n",
    "    print (word_vector.most_similar(positive=[weight_vector[50:100]]))\n",
    "    print (\"Support verb:\")\n",
    "    print (word_vector.most_similar(positive=[weight_vector[100:150]]))\n",
    "    print (\"LAT:\")\n",
    "    print (word_vector.most_similar(positive=[weight_vector[150:200]]))\n",
    "    print (\"SV not present flag:\")\n",
    "    print (weight_vector[200:201])"
   ]
  }
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