Update results from script: scripts/plm/plr_cate.py

Author: github-actions

results/plm/plr_cate_coverage.csv

@@ -1,29 +1,29 @@
 Learner g,Learner m,Score,level,Coverage,CI Length,Bias,Uniform Coverage,Uniform CI Length,repetition
-LGBM Regr.,LGBM Regr.,IV-type,0.9,0.81872,0.3484341786513707,0.1039072228697912,0.977,0.8735457715384822,1000
-LGBM Regr.,LGBM Regr.,IV-type,0.95,0.88763,0.4151849319292831,0.1039072228697912,0.975,0.877374987951199,1000
-LGBM Regr.,LGBM Regr.,partialling out,0.9,0.75648,0.45514808901251486,0.15290537117667263,0.981,1.1424331881394036,1000
-LGBM Regr.,LGBM Regr.,partialling out,0.95,0.8371799999999999,0.5423423990316424,0.15290537117667263,0.979,1.142799510188823,1000
-LGBM Regr.,LassoCV,IV-type,0.9,0.8856499999999999,0.3662063463009163,0.09204888518157552,1.0,0.9247548051292168,1000
-LGBM Regr.,LassoCV,IV-type,0.95,0.93689,0.43636177584388447,0.09204888518157552,0.999,0.9236089253816859,1000
-LGBM Regr.,LassoCV,partialling out,0.9,0.84688,0.6464074102760973,0.17946086748352624,0.995,1.6256670452631903,1000
-LGBM Regr.,LassoCV,partialling out,0.95,0.9107799999999999,0.7702419368640483,0.17946086748352624,0.996,1.6305817344109326,1000
-LassoCV,LGBM Regr.,IV-type,0.9,0.78087,0.3556343884075679,0.11497576751014303,0.966,0.8955793802746171,1000
-LassoCV,LGBM Regr.,IV-type,0.95,0.85573,0.42376451103106344,0.11497576751014303,0.972,0.8997414462422942,1000
-LassoCV,LGBM Regr.,partialling out,0.9,0.10748999999999999,0.5604813459090218,0.5281926632323442,0.259,1.4108192445041974,1000
-LassoCV,LGBM Regr.,partialling out,0.95,0.16302,0.6678547160601714,0.5281926632323442,0.233,1.4071877112582576,1000
-LassoCV,LassoCV,IV-type,0.9,0.8975299999999999,0.3610680866329369,0.08892599643587756,0.997,0.9088195224190736,1000
-LassoCV,LassoCV,IV-type,0.95,0.9484199999999999,0.43023916181462313,0.08892599643587756,0.996,0.9083975172623389,1000
-LassoCV,LassoCV,partialling out,0.9,0.89234,0.37698973728540563,0.09361005140948865,0.997,0.9483857952556856,1000
-LassoCV,LassoCV,partialling out,0.95,0.94629,0.44921097872401194,0.09361005140948865,0.998,0.9438793910364098,1000
-LassoCV,RF Regr.,IV-type,0.9,0.8957,0.35890276102823065,0.08780941541278481,0.994,0.9029643561853794,1000
-LassoCV,RF Regr.,IV-type,0.95,0.94789,0.42765901721665533,0.08780941541278481,0.997,0.9033578503803233,1000
-LassoCV,RF Regr.,partialling out,0.9,0.77067,0.4314925841837379,0.14084420773113004,0.986,1.0838238758137209,1000
-LassoCV,RF Regr.,partialling out,0.95,0.85138,0.5141551264738733,0.14084420773113004,0.986,1.0863305594246508,1000
-RF Regr.,LassoCV,IV-type,0.9,0.88722,0.3480546970781213,0.08762130960708955,0.998,0.876052154778042,1000
-RF Regr.,LassoCV,IV-type,0.95,0.93845,0.4147327517448713,0.08762130960708955,0.998,0.8777107926499674,1000
-RF Regr.,LassoCV,partialling out,0.9,0.86107,0.44535039439205076,0.11954267106103694,0.994,1.1199997005622482,1000
-RF Regr.,LassoCV,partialling out,0.95,0.92228,0.5306677258127116,0.11954267106103694,0.994,1.1226937767841374,1000
-RF Regr.,RF Regr.,IV-type,0.9,0.885,0.3437548964747918,0.08683852771958954,0.998,0.8645012928978736,1000
-RF Regr.,RF Regr.,IV-type,0.95,0.93662,0.4096092233134395,0.08683852771958954,0.995,0.8675836496124723,1000
-RF Regr.,RF Regr.,partialling out,0.9,0.8829199999999999,0.38292401479596566,0.09657773202124784,0.996,0.9660658753776165,1000
-RF Regr.,RF Regr.,partialling out,0.95,0.93575,0.4562821065158023,0.09657773202124784,0.997,0.9646462523121563,1000
+LGBM Regr.,LGBM Regr.,IV-type,0.9,0.81356,0.3481406151640484,0.10430800140217082,0.983,0.8752657879172515,1000
+LGBM Regr.,LGBM Regr.,IV-type,0.95,0.88477,0.4148351294587775,0.10430800140217082,0.982,0.8732288511102869,1000
+LGBM Regr.,LGBM Regr.,partialling out,0.9,0.74012,0.4560685341081391,0.15783062735200043,0.977,1.14744422301648,1000
+LGBM Regr.,LGBM Regr.,partialling out,0.95,0.8299500000000001,0.5434391770109168,0.15783062735200043,0.98,1.1454708849896886,1000
+LGBM Regr.,LassoCV,IV-type,0.9,0.88352,0.36584955467139657,0.09269456203727587,0.997,0.9190652139310769,1000
+LGBM Regr.,LassoCV,IV-type,0.95,0.93592,0.4359366323950171,0.09269456203727587,0.997,0.9182701523375287,1000
+LGBM Regr.,LassoCV,partialling out,0.9,0.8598600000000001,0.6464984966564067,0.17497861883142152,0.997,1.6227149811912818,1000
+LGBM Regr.,LassoCV,partialling out,0.95,0.9182,0.7703504729805534,0.17497861883142152,0.993,1.6256277670143164,1000
+LassoCV,LGBM Regr.,IV-type,0.9,0.76988,0.35642448629422974,0.11632423194012062,0.967,0.8974918718098766,1000
+LassoCV,LGBM Regr.,IV-type,0.95,0.85114,0.42470597073102984,0.11632423194012062,0.969,0.8968672652695018,1000
+LassoCV,LGBM Regr.,partialling out,0.9,0.11622,0.5619854399953333,0.5256323682345825,0.234,1.410142913244516,1000
+LassoCV,LGBM Regr.,partialling out,0.95,0.17595,0.6696469547069583,0.5256323682345825,0.229,1.40931387611625,1000
+LassoCV,LassoCV,IV-type,0.9,0.89151,0.36264059342442617,0.08911225886649077,0.999,0.9175790450518392,1000
+LassoCV,LassoCV,IV-type,0.95,0.9436899999999999,0.432112919227601,0.08911225886649077,0.997,0.9122947604257755,1000
+LassoCV,LassoCV,partialling out,0.9,0.88915,0.37658641629597944,0.09294192591629252,0.998,0.9493314635761626,1000
+LassoCV,LassoCV,partialling out,0.95,0.9430700000000001,0.4487303921231547,0.09294192591629252,0.999,0.9492044628231284,1000
+LassoCV,RF Regr.,IV-type,0.9,0.8881699999999999,0.36007271468635116,0.08945011832697905,0.997,0.905729315492467,1000
+LassoCV,RF Regr.,IV-type,0.95,0.94083,0.42905310298570154,0.08945011832697905,0.996,0.905560466242843,1000
+LassoCV,RF Regr.,partialling out,0.9,0.75973,0.4327531492388262,0.14496239788299442,0.979,1.0861336481238588,1000
+LassoCV,RF Regr.,partialling out,0.95,0.8421900000000001,0.5156571823818642,0.14496239788299442,0.978,1.0839002162247489,1000
+RF Regr.,LassoCV,IV-type,0.9,0.88758,0.3483083251389444,0.08779327663792416,0.998,0.8779489030402857,1000
+RF Regr.,LassoCV,IV-type,0.95,0.94112,0.41503496821966074,0.08779327663792416,0.996,0.8735133292532407,1000
+RF Regr.,LassoCV,partialling out,0.9,0.86795,0.4443503476360394,0.11714250183161505,0.994,1.1172789302634005,1000
+RF Regr.,LassoCV,partialling out,0.95,0.92418,0.5294760966047857,0.11714250183161505,0.995,1.114769235628846,1000
+RF Regr.,RF Regr.,IV-type,0.9,0.8849,0.34393624819903923,0.08639122390266744,0.996,0.8665106551289745,1000
+RF Regr.,RF Regr.,IV-type,0.95,0.9396100000000001,0.40982531722127136,0.08639122390266744,0.996,0.8683144995935241,1000
+RF Regr.,RF Regr.,partialling out,0.9,0.88555,0.3841724761396707,0.09707379630217602,0.998,0.9672632389200293,1000
+RF Regr.,RF Regr.,partialling out,0.95,0.93972,0.45776973996212145,0.09707379630217602,0.999,0.9635850313374369,1000

results/plm/plr_cate_metadata.csv

@@ -1,2 +1,2 @@
 DoubleML Version,Script,Date,Total Runtime (minutes),Python Version,Config File
-0.10.0,PLRCATECoverageSimulation,2025-05-28 12:33,18.714494454860688,3.12.9,scripts/plm/plr_cate_config.yml
+0.11.dev0,PLRCATECoverageSimulation,2025-05-28 15:29,186.339128780365,3.12.3,scripts/plm/plr_cate_config.yml