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,0.9,0.81092,0.34748895671048663,0.10460813293283802,0.981,0.8749566905579788,1000
-LGBM Regr.,LGBM Regr.,IV-type,0.95,0.87944,0.4140586305179147,0.10460813293283802,0.976,0.8752701592984206,1000
-LGBM Regr.,LGBM Regr.,partialling out,0.9,0.74924,0.45498586012385417,0.15429490050948075,0.974,1.1431727401739051,1000
-LGBM Regr.,LGBM Regr.,partialling out,0.95,0.83409,0.5421490913878395,0.15429490050948075,0.979,1.1448962771888775,1000
-LGBM Regr.,LassoCV,IV-type,0.9,0.88,0.36554268929918754,0.09244785218836214,0.998,0.9180115191244616,1000
-LGBM Regr.,LassoCV,IV-type,0.95,0.9358200000000001,0.43557097975105097,0.09244785218836214,1.0,0.922278240560451,1000
-LGBM Regr.,LassoCV,partialling out,0.9,0.8425499999999999,0.6463383782822439,0.17877605236642957,0.993,1.6252735422347984,1000
-LGBM Regr.,LassoCV,partialling out,0.95,0.90764,0.7701596801698865,0.17877605236642957,0.99,1.6258971712277042,1000
-LassoCV,LGBM Regr.,IV-type,0.9,0.77804,0.356611018165839,0.11531004698375871,0.98,0.8990196528636599,1000
-LassoCV,LGBM Regr.,IV-type,0.95,0.85509,0.42492823716515665,0.11531004698375871,0.973,0.897125005016581,1000
-LassoCV,LGBM Regr.,partialling out,0.9,0.11495,0.5626129349999418,0.5271527276193878,0.232,1.4094053511501499,1000
-LassoCV,LGBM Regr.,partialling out,0.95,0.17364000000000002,0.6703946611225079,0.5271527276193878,0.245,1.415448802418257,1000
-LassoCV,LassoCV,IV-type,0.9,0.8912100000000001,0.36244677298144845,0.08838657089890865,0.999,0.913576206576413,1000
-LassoCV,LassoCV,IV-type,0.95,0.94274,0.43188196792501726,0.08838657089890865,0.998,0.912240620292473,1000
-LassoCV,LassoCV,partialling out,0.9,0.88858,0.3775763713434813,0.09330414285601538,0.997,0.9491441464568747,1000
-LassoCV,LassoCV,partialling out,0.95,0.94064,0.4499099963187045,0.09330414285601538,0.997,0.9487107676660669,1000
-LassoCV,RF Regr.,IV-type,0.9,0.89254,0.3599305351929274,0.08850837997692952,1.0,0.9044665568509359,1000
-LassoCV,RF Regr.,IV-type,0.95,0.94188,0.4288836856698476,0.08850837997692952,0.999,0.9044733402499352,1000
-LassoCV,RF Regr.,partialling out,0.9,0.77416,0.43217879712767876,0.1405937817588716,0.981,1.090157100332438,1000
-LassoCV,RF Regr.,partialling out,0.95,0.85737,0.5149727996295947,0.1405937817588716,0.978,1.087530105804212,1000
-RF Regr.,LassoCV,IV-type,0.9,0.8807699999999999,0.3475079221052468,0.08785236408566467,0.996,0.8749646348632354,1000
-RF Regr.,LassoCV,IV-type,0.95,0.93665,0.4140812291796275,0.08785236408566467,0.998,0.8759773436970753,1000
-RF Regr.,LassoCV,partialling out,0.9,0.8651,0.44409447433118815,0.11793812231956644,0.995,1.113461220582107,1000
-RF Regr.,LassoCV,partialling out,0.95,0.9245099999999999,0.5291712047567231,0.11793812231956644,0.995,1.1193035806604223,1000
-RF Regr.,RF Regr.,IV-type,0.9,0.8769600000000001,0.3430202960561061,0.08782119424850063,0.997,0.8607856773588846,1000
-RF Regr.,RF Regr.,IV-type,0.95,0.9322,0.4087338929253366,0.08782119424850063,0.998,0.8634371330487173,1000
-RF Regr.,RF Regr.,partialling out,0.9,0.88322,0.3831582275710224,0.09673737638816682,0.996,0.9645065365685301,1000
-RF Regr.,RF Regr.,partialling out,0.95,0.9354,0.45656118825068054,0.09673737638816682,0.998,0.9640177197875869,1000
+LGBM Regr.,LGBM Regr.,IV-type,0.9,0.81768,0.34823828039948385,0.10387882894377355,0.98,0.877536279711683,1000
+LGBM Regr.,LGBM Regr.,IV-type,0.95,0.88452,0.41495150476467624,0.10387882894377355,0.978,0.8755885557745791,1000
+LGBM Regr.,LGBM Regr.,partialling out,0.9,0.74497,0.4554797344783618,0.15685530804089212,0.98,1.1478638491759583,1000
+LGBM Regr.,LGBM Regr.,partialling out,0.95,0.8289,0.5427375789783838,0.15685530804089212,0.975,1.1461134314143238,1000
+LGBM Regr.,LassoCV,IV-type,0.9,0.87676,0.3654066819193057,0.09298925250332173,0.996,0.918570960342981,1000
+LGBM Regr.,LassoCV,IV-type,0.95,0.9305,0.43540891696209993,0.09298925250332173,0.998,0.9146633243328387,1000
+LGBM Regr.,LassoCV,partialling out,0.9,0.85076,0.6443958775932414,0.17786339324035,0.995,1.619401982358085,1000
+LGBM Regr.,LassoCV,partialling out,0.95,0.9138999999999999,0.7678450478354303,0.17786339324035,0.995,1.6169505074092843,1000
+LassoCV,LGBM Regr.,IV-type,0.9,0.78798,0.3564411077318671,0.11330573847372374,0.981,0.8967708526498701,1000
+LassoCV,LGBM Regr.,IV-type,0.95,0.86123,0.42472577639556236,0.11330573847372374,0.979,0.8951556638983089,1000
+LassoCV,LGBM Regr.,partialling out,0.9,0.11785999999999999,0.5624549054410738,0.520981993530588,0.256,1.4155635446728412,1000
+LassoCV,LGBM Regr.,partialling out,0.95,0.17375,0.6702063572887813,0.520981993530588,0.24,1.4141490939664967,1000
+LassoCV,LassoCV,IV-type,0.9,0.8915599999999999,0.36218624440931035,0.08891034982525507,0.997,0.9143791468774882,1000
+LassoCV,LassoCV,IV-type,0.95,0.94252,0.4315715289838449,0.08891034982525507,0.999,0.9097650128507542,1000
+LassoCV,LassoCV,partialling out,0.9,0.8849199999999999,0.377579333278092,0.09415271292259303,1.0,0.9476231917862463,1000
+LassoCV,LassoCV,partialling out,0.95,0.93728,0.44991352568147963,0.09415271292259303,0.999,0.9502179674293983,1000
+LassoCV,RF Regr.,IV-type,0.9,0.8889,0.3598606578601841,0.0882100995962088,0.998,0.9050777977331306,1000
+LassoCV,RF Regr.,IV-type,0.95,0.93929,0.4288004216922703,0.0882100995962088,0.998,0.9069174628488212,1000
+LassoCV,RF Regr.,partialling out,0.9,0.7726799999999999,0.4313687781659662,0.13994748702556353,0.987,1.0840879654944249,1000
+LassoCV,RF Regr.,partialling out,0.95,0.8509099999999999,0.5140076025046119,0.13994748702556353,0.987,1.0858563731119826,1000
+RF Regr.,LassoCV,IV-type,0.9,0.87934,0.34754930114103977,0.08873103739147503,0.997,0.8735631483319488,1000
+RF Regr.,LassoCV,IV-type,0.95,0.9341900000000001,0.41413053534191474,0.08873103739147503,0.996,0.8744577440640638,1000
+RF Regr.,LassoCV,partialling out,0.9,0.86793,0.4437729101158724,0.11739481291738822,0.994,1.1156963101203323,1000
+RF Regr.,LassoCV,partialling out,0.95,0.92559,0.5287880373609081,0.11739481291738822,0.994,1.1160214264978439,1000
+RF Regr.,RF Regr.,IV-type,0.9,0.87642,0.3432087450555705,0.08816969817335361,0.997,0.8637829663181292,1000
+RF Regr.,RF Regr.,IV-type,0.95,0.93063,0.4089584437582015,0.08816969817335361,0.996,0.8617899864405818,1000
+RF Regr.,RF Regr.,partialling out,0.9,0.8794299999999999,0.3835286791736148,0.09806292631011773,0.998,0.9641686388193965,1000
+RF Regr.,RF Regr.,partialling out,0.95,0.93136,0.45700260856139946,0.09806292631011773,0.995,0.9640860543159346,1000

results/plm/plr_cate_metadata.csv

@@ -1,2 +1,2 @@
 DoubleML Version,Script,Date,Total Runtime (minutes),Python Version,Config File
-0.11.dev0,PLRCATECoverageSimulation,2025-06-05 15:41,185.28740434646608,3.12.3,scripts/plm/plr_cate_config.yml
+0.11.dev0,PLRCATECoverageSimulation,2025-09-08 09:40,182.2720296104749,3.12.3,scripts/plm/plr_cate_config.yml