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SvenKlaassenSvenKlaassen
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update did multi results
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‎results/did/did_multi_detailed.csv

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11
Learner g,Learner m,Score,In-sample-norm.,DGP,level,Coverage,CI Length,Bias,Uniform Coverage,Uniform CI Length,repetition
2-
LGBM,LGBM,experimental,False,1,0.9,0.3992063492063492,0.6601719285514176,0.4413076500013751,0.0761904761904762,0.990408758011776,210
3-
LGBM,LGBM,experimental,False,1,0.95,0.4936507936507937,0.7866433720082635,0.4413076500013751,0.1523809523809524,1.0984269643144429,210
4-
LGBM,LGBM,experimental,False,4,0.9,0.5551587301587302,0.5829078088617712,0.32638475554873386,0.22857142857142856,0.897553147255168,210
5-
LGBM,LGBM,experimental,False,4,0.95,0.6373015873015874,0.6945774948945871,0.32638475554873386,0.29523809523809524,0.9876160698623178,210
6-
LGBM,LGBM,experimental,False,6,0.9,0.9055555555555556,0.581291738071908,0.13884589681337262,0.8952380952380953,0.8944913157510855,210
7-
LGBM,LGBM,experimental,False,6,0.95,0.9523809523809523,0.6926518277758237,0.13884589681337262,0.9380952380952381,0.9851602218919009,210
8-
LGBM,LGBM,experimental,True,1,0.9,0.3996031746031746,0.6604620202564866,0.444619355627451,0.0761904761904762,0.9919809342394049,210
9-
LGBM,LGBM,experimental,True,1,0.95,0.4853174603174603,0.7869890375950566,0.444619355627451,0.10952380952380952,1.0985231985965356,210
10-
LGBM,LGBM,experimental,True,4,0.9,0.5464285714285714,0.5828723276837288,0.3275909323057414,0.20952380952380953,0.8983347055766107,210
11-
LGBM,LGBM,experimental,True,4,0.95,0.6353174603174603,0.694535216463271,0.3275909323057414,0.3047619047619048,0.9897069085291664,210
12-
LGBM,LGBM,experimental,True,6,0.9,0.9031746031746031,0.5809863267765585,0.14036238787647332,0.9095238095238095,0.8939180129236094,210
13-
LGBM,LGBM,experimental,True,6,0.95,0.9507936507936507,0.6922879077713028,0.14036238787647332,0.9523809523809523,0.9834143544263213,210
14-
LGBM,LGBM,observational,False,1,0.9,0.9031746031746031,2.6862138209627933,0.7052640890802301,0.9523809523809523,4.180377020335471,210
15-
LGBM,LGBM,observational,False,1,0.95,0.953968253968254,3.200821190161821,0.7052640890802301,0.9857142857142858,4.585788532890778,210
16-
LGBM,LGBM,observational,False,4,0.9,0.9111111111111112,3.5686627731669205,0.9649077108078105,0.9571428571428572,5.483223288803268,210
17-
LGBM,LGBM,observational,False,4,0.95,0.9674603174603175,4.252323972035933,0.9649077108078105,0.9857142857142858,6.040201676335307,210
18-
LGBM,LGBM,observational,False,6,0.9,0.9186507936507936,2.186121137500618,0.52486884296247,0.9571428571428572,3.4127802653112793,210
19-
LGBM,LGBM,observational,False,6,0.95,0.9686507936507937,2.604924003653826,0.52486884296247,0.9952380952380953,3.7413900091583727,210
20-
LGBM,LGBM,observational,True,1,0.9,0.9083333333333333,1.107399391493271,0.2723629535937959,0.9380952380952381,1.7300127083412484,210
21-
LGBM,LGBM,observational,True,1,0.95,0.9634920634920635,1.3195477629526589,0.2723629535937959,0.9761904761904762,1.8977777233011943,210
22-
LGBM,LGBM,observational,True,4,0.9,0.9218253968253969,1.4394224792555743,0.3295980424318472,0.9333333333333333,2.2228918393842116,210
23-
LGBM,LGBM,observational,True,4,0.95,0.9658730158730159,1.7151776739593818,0.3295980424318472,0.9619047619047619,2.44372493078449,210
24-
LGBM,LGBM,observational,True,6,0.9,0.9063492063492063,1.035615355177958,0.25462957829363425,0.919047619047619,1.6200603317467248,210
25-
LGBM,LGBM,observational,True,6,0.95,0.9571428571428572,1.2340118079365967,0.25462957829363425,0.9666666666666667,1.7748447429962428,210
26-
Linear,Linear,experimental,False,1,0.9,0.8416666666666667,0.29495454943697325,0.08149322192004023,0.8095238095238095,0.4593920598384031,210
27-
Linear,Linear,experimental,False,1,0.95,0.9115079365079365,0.351460023250909,0.08149322192004023,0.8904761904761904,0.5044402443297691,210
28-
Linear,Linear,experimental,False,4,0.9,0.3130952380952381,0.9777918589210458,0.8114552346778757,0.05238095238095238,1.4158428043252305,210
29-
Linear,Linear,experimental,False,4,0.95,0.39206349206349206,1.1651108624258513,0.8114552346778757,0.07142857142857142,1.5771585722464785,210
30-
Linear,Linear,experimental,False,6,0.9,0.9162698412698412,0.9894122299826325,0.23358686807844586,0.919047619047619,1.4299582293071664,210
31-
Linear,Linear,experimental,False,6,0.95,0.9626984126984126,1.1789573885814417,0.23358686807844586,0.9619047619047619,1.5955105387588968,210
32-
Linear,Linear,experimental,True,1,0.9,0.8432539682539683,0.29498520917787757,0.08158998133389449,0.8095238095238095,0.4599562586213129,210
33-
Linear,Linear,experimental,True,1,0.95,0.9115079365079365,0.35149655658552503,0.08158998133389449,0.8857142857142857,0.5051236621645002,210
34-
Linear,Linear,experimental,True,4,0.9,0.3138888888888889,0.9775716780831274,0.8121211913454355,0.05238095238095238,1.415171510014902,210
35-
Linear,Linear,experimental,True,4,0.95,0.39206349206349206,1.1648485007753464,0.8121211913454355,0.0761904761904762,1.5794675984631048,210
36-
Linear,Linear,experimental,True,6,0.9,0.9178571428571428,0.9895322269236738,0.23350472870896466,0.9238095238095239,1.4286385081500117,210
37-
Linear,Linear,experimental,True,6,0.95,0.9603174603174602,1.1791003737558319,0.23350472870896466,0.9571428571428572,1.5955908525438744,210
38-
Linear,Linear,observational,False,1,0.9,0.8936507936507936,0.3182307873950966,0.07721834583244405,0.8904761904761904,0.4948167322800542,210
39-
Linear,Linear,observational,False,1,0.95,0.9480158730158731,0.3791953714581886,0.07721834583244405,0.9523809523809523,0.5440447212773143,210
40-
Linear,Linear,observational,False,4,0.9,0.4226190476190476,1.2288060890549597,0.7910805157686345,0.15714285714285714,1.754342883514489,210
41-
Linear,Linear,observational,False,4,0.95,0.5349206349206349,1.464212765846486,0.7910805157686345,0.2761904761904762,1.9631875449007707,210
42-
Linear,Linear,observational,False,6,0.9,0.9055555555555556,1.0284394930904224,0.24454890453131659,0.9238095238095239,1.4831909795914986,210
43-
Linear,Linear,observational,False,6,0.95,0.9603174603174602,1.2254612408714507,0.24454890453131659,0.9666666666666667,1.655680445485612,210
44-
Linear,Linear,observational,True,1,0.9,0.8952380952380953,0.3164585562464465,0.07698368915919489,0.8952380952380953,0.49262636199002385,210
45-
Linear,Linear,observational,True,1,0.95,0.9488095238095238,0.3770836277949716,0.07698368915919489,0.9380952380952381,0.5409344078655565,210
46-
Linear,Linear,observational,True,4,0.9,0.42857142857142855,1.2341743996621932,0.7881799452984956,0.17142857142857143,1.7649934204148385,210
47-
Linear,Linear,observational,True,4,0.95,0.5404761904761904,1.4706095024773937,0.7881799452984956,0.26666666666666666,1.972677316720969,210
48-
Linear,Linear,observational,True,6,0.9,0.8996031746031745,1.0247285864217817,0.24593075526098934,0.9047619047619048,1.4782102801634627,210
49-
Linear,Linear,observational,True,6,0.95,0.9615079365079364,1.221039422843785,0.24593075526098934,0.9571428571428572,1.6515735798734943,210
2+
LGBM,LGBM,experimental,False,1,0.9,0.4084166666666667,0.6711379447655711,0.45573140858217215,0.079,1.0050739084247675,1000
3+
LGBM,LGBM,experimental,False,1,0.95,0.49625,0.7997101862715227,0.45573140858217215,0.132,1.115181838446232,1000
4+
LGBM,LGBM,experimental,False,4,0.9,0.5408333333333334,0.5829183572257842,0.3256247127712507,0.227,0.8979506620328224,1000
5+
LGBM,LGBM,experimental,False,4,0.95,0.62975,0.6945900640455575,0.3256247127712507,0.299,0.9884673580918313,1000
6+
LGBM,LGBM,experimental,False,6,0.9,0.8979166666666666,0.5800302078090503,0.14243775358828042,0.89,0.892704703388473,1000
7+
LGBM,LGBM,experimental,False,6,0.95,0.95,0.691148621751838,0.14243775358828042,0.955,0.9829906161123636,1000
8+
LGBM,LGBM,experimental,True,1,0.9,0.4105833333333333,0.671233414997924,0.45509646764918477,0.081,1.005300983475438,1000
9+
LGBM,LGBM,experimental,True,1,0.95,0.4990833333333333,0.7998239460699273,0.45509646764918477,0.139,1.1154305467306445,1000
10+
LGBM,LGBM,experimental,True,4,0.9,0.5370833333333334,0.5828484393127565,0.3258110613161524,0.212,0.8973624125797166,1000
11+
LGBM,LGBM,experimental,True,4,0.95,0.6318333333333334,0.6945067517135889,0.3258110613161524,0.305,0.9879336259779586,1000
12+
LGBM,LGBM,experimental,True,6,0.9,0.89625,0.5799071420563836,0.14138962778278252,0.903,0.8926727198727438,1000
13+
LGBM,LGBM,experimental,True,6,0.95,0.947,0.6910019798628547,0.14138962778278252,0.954,0.982776272537425,1000
14+
LGBM,LGBM,observational,False,1,0.9,0.90725,2.7320711716537267,0.7081787206178205,0.946,4.2481549947682335,1000
15+
LGBM,LGBM,observational,False,1,0.95,0.9646666666666667,3.255463593782398,0.7081787206178205,0.985,4.664072261741128,1000
16+
LGBM,LGBM,observational,False,4,0.9,0.9076666666666666,3.5140296061122283,0.9722309202462336,0.972,5.406999616722633,1000
17+
LGBM,LGBM,observational,False,4,0.95,0.9648333333333333,4.187224538241929,0.9722309202462336,0.995,5.954805878504198,1000
18+
LGBM,LGBM,observational,False,6,0.9,0.92525,2.166594877755592,0.5140262158838963,0.96,3.3799046023620645,1000
19+
LGBM,LGBM,observational,False,6,0.95,0.9675833333333334,2.5816570300909847,0.5140262158838963,0.984,3.7082268657228123,1000
20+
LGBM,LGBM,observational,True,1,0.9,0.9088333333333334,1.1285770515711326,0.2779542066229801,0.934,1.7607428145840895,1000
21+
LGBM,LGBM,observational,True,1,0.95,0.9595833333333333,1.3447825013812504,0.2779542066229801,0.971,1.9310262593666496,1000
22+
LGBM,LGBM,observational,True,4,0.9,0.92175,1.4119321412730104,0.3268873239533469,0.941,2.1833548301330525,1000
23+
LGBM,LGBM,observational,True,4,0.95,0.9650833333333334,1.6824209158589551,0.3268873239533469,0.975,2.400470983600388,1000
24+
LGBM,LGBM,observational,True,6,0.9,0.9054166666666666,1.0205289656802177,0.2486678941122539,0.917,1.597156856017389,1000
25+
LGBM,LGBM,observational,True,6,0.95,0.9546666666666667,1.2160352660803362,0.2486678941122539,0.957,1.7513439251743073,1000
26+
Linear,Linear,experimental,False,1,0.9,0.84575,0.2947177158765365,0.08161611344312397,0.752,0.4590941708451621,1000
27+
Linear,Linear,experimental,False,1,0.95,0.9100833333333334,0.35117781865763664,0.08161611344312397,0.853,0.504099184053661,1000
28+
Linear,Linear,experimental,False,4,0.9,0.3073333333333333,0.974825708310707,0.808795845992618,0.033,1.4112500397019019,1000
29+
Linear,Linear,experimental,False,4,0.95,0.38408333333333333,1.1615764759772769,0.808795845992618,0.069,1.5731674507528597,1000
30+
Linear,Linear,experimental,False,6,0.9,0.8911666666666667,0.9832819402273247,0.243739180309483,0.893,1.4205928620859418,1000
31+
Linear,Linear,experimental,False,6,0.95,0.9423333333333334,1.171652697794173,0.243739180309483,0.949,1.5853446204128676,1000
32+
Linear,Linear,experimental,True,1,0.9,0.8463333333333334,0.2947197524013989,0.08159475357883039,0.759,0.4593380570357237,1000
33+
Linear,Linear,experimental,True,1,0.95,0.9099166666666666,0.351180245326684,0.08159475357883039,0.86,0.5045635273614648,1000
34+
Linear,Linear,experimental,True,4,0.9,0.30625,0.9748445034208943,0.8085550484761943,0.034,1.4110989059663714,1000
35+
Linear,Linear,experimental,True,4,0.95,0.38475,1.1615988717324064,0.8085550484761943,0.068,1.574069732455078,1000
36+
Linear,Linear,experimental,True,6,0.9,0.89,0.9832818903405501,0.24368928454372696,0.893,1.4193554640817743,1000
37+
Linear,Linear,experimental,True,6,0.95,0.94225,1.1716526383504147,0.24368928454372696,0.952,1.5837169582518265,1000
38+
Linear,Linear,observational,False,1,0.9,0.9005,0.3188204993145348,0.07710334427560887,0.894,0.495905282385802,1000
39+
Linear,Linear,observational,False,1,0.95,0.9494166666666666,0.37989805655090114,0.07710334427560887,0.948,0.5446250222430568,1000
40+
Linear,Linear,observational,False,4,0.9,0.42083333333333334,1.2366389453819784,0.7873737934686624,0.183,1.7673158966945293,1000
41+
Linear,Linear,observational,False,4,0.95,0.527,1.4735461898335716,0.7873737934686624,0.272,1.977244843861637,1000
42+
Linear,Linear,observational,False,6,0.9,0.8901666666666667,1.0315660555384851,0.2592484851241425,0.889,1.4876338955955155,1000
43+
Linear,Linear,observational,False,6,0.95,0.9431666666666666,1.2291867698140935,0.2592484851241425,0.937,1.6596741796186278,1000
44+
Linear,Linear,observational,True,1,0.9,0.8986666666666666,0.31665078693066356,0.07694111946321994,0.883,0.49251977204037817,1000
45+
Linear,Linear,observational,True,1,0.95,0.9495,0.37731268478315316,0.07694111946321994,0.944,0.5411752370665596,1000
46+
Linear,Linear,observational,True,4,0.9,0.417,1.2352689208194765,0.7872341789805914,0.183,1.7660298619152044,1000
47+
Linear,Linear,observational,True,4,0.95,0.5238333333333334,1.4719137048778035,0.7872341789805914,0.278,1.9751958823009785,1000
48+
Linear,Linear,observational,True,6,0.9,0.8873333333333334,1.023987089801951,0.259336442252307,0.88,1.4789961469734276,1000
49+
Linear,Linear,observational,True,6,0.95,0.9425,1.2201558751251838,0.259336442252307,0.947,1.6504862891485015,1000

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