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,0.9,0.81768,0.34823828039948385,0.10387882894377355,0.98,0.877536279711683,1000
-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
+LGBM Regr.,LGBM Regr.,IV-type,0.9,0.82905,0.34859934457061187,0.10269066968736434,0.986,0.8788694707117327,1000
+LGBM Regr.,LGBM Regr.,IV-type,0.95,0.89328,0.41538173926087907,0.10269066968736434,0.986,0.8765365613685849,1000
+LGBM Regr.,LGBM Regr.,partialling out,0.9,0.7487699999999999,0.4562033822396419,0.15530020302736622,0.973,1.1461116868127335,1000
+LGBM Regr.,LGBM Regr.,partialling out,0.95,0.8297899999999999,0.5435998584702256,0.15530020302736622,0.971,1.1476869846192674,1000
+LGBM Regr.,LassoCV,IV-type,0.9,0.88228,0.3665735738309043,0.09237124180359486,0.998,0.9203983723665325,1000
+LGBM Regr.,LassoCV,IV-type,0.95,0.93635,0.436799354435143,0.09237124180359486,0.997,0.9195555991848416,1000
+LGBM Regr.,LassoCV,partialling out,0.9,0.84415,0.6446703702300751,0.18063600645569744,0.993,1.6102346810221977,1000
+LGBM Regr.,LassoCV,partialling out,0.95,0.9068200000000001,0.7681721259859722,0.18063600645569744,0.991,1.6197708088395464,1000
+LassoCV,LGBM Regr.,IV-type,0.9,0.78462,0.35820003669569267,0.11367456664699994,0.977,0.9022806080230871,1000
+LassoCV,LGBM Regr.,IV-type,0.95,0.86042,0.42682166952792083,0.11367456664699994,0.983,0.9028292164077011,1000
+LassoCV,LGBM Regr.,partialling out,0.9,0.11332,0.5635001570275089,0.5253287834841598,0.257,1.4151506337590742,1000
+LassoCV,LGBM Regr.,partialling out,0.95,0.16911,0.6714518513744726,0.5253287834841598,0.246,1.4217510537602984,1000
+LassoCV,LassoCV,IV-type,0.9,0.89467,0.3638287468934425,0.088964144313276,0.999,0.9149966883358348,1000
+LassoCV,LassoCV,IV-type,0.95,0.9472999999999999,0.4335286914089192,0.088964144313276,0.998,0.9154935052029363,1000
+LassoCV,LassoCV,partialling out,0.9,0.88946,0.3783305434334964,0.0937660325206101,0.998,0.9527467197251451,1000
+LassoCV,LassoCV,partialling out,0.95,0.94586,0.4508086477916106,0.0937660325206101,0.999,0.9523664378421313,1000
+LassoCV,RF Regr.,IV-type,0.9,0.89402,0.36133940754837507,0.08742978566108492,0.998,0.9102557308429199,1000
+LassoCV,RF Regr.,IV-type,0.95,0.9471499999999999,0.4305624606260176,0.08742978566108492,0.997,0.9103412832643125,1000
+LassoCV,RF Regr.,partialling out,0.9,0.76742,0.4333802817413689,0.14145970305557048,0.989,1.0911406471440919,1000
+LassoCV,RF Regr.,partialling out,0.95,0.8513,0.5164044568495605,0.14145970305557048,0.984,1.090270069893263,1000
+RF Regr.,LassoCV,IV-type,0.9,0.8809199999999999,0.3488601215296179,0.08868809382454168,0.996,0.8712649919759498,1000
+RF Regr.,LassoCV,IV-type,0.95,0.9355399999999999,0.41569247417325955,0.08868809382454168,0.998,0.87648182402068,1000
+RF Regr.,LassoCV,partialling out,0.9,0.8620399999999999,0.4453600356514868,0.11971854257293388,0.993,1.1194369351513875,1000
+RF Regr.,LassoCV,partialling out,0.95,0.92079,0.5306792140819111,0.11971854257293388,0.994,1.1126580820916288,1000
+RF Regr.,RF Regr.,IV-type,0.9,0.8773500000000001,0.34471572299390735,0.08798679363788052,0.996,0.8651769659880062,1000
+RF Regr.,RF Regr.,IV-type,0.95,0.93284,0.41075411872662454,0.08798679363788052,0.996,0.8664637796214006,1000
+RF Regr.,RF Regr.,partialling out,0.9,0.8784500000000001,0.3846648443860267,0.09849944709058014,0.996,0.9691346097579039,1000
+RF Regr.,RF Regr.,partialling out,0.95,0.93471,0.45835643291411227,0.09849944709058014,0.999,0.9675297074982309,1000

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,2025-09-08 09:40,182.2720296104749,3.12.3,scripts/plm/plr_cate_config.yml
+0.11.dev0,PLRCATECoverageSimulation,2025-11-17 11:47,185.29402711788813,3.12.3,scripts/plm/plr_cate_config.yml