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,0.9,0.82905,0.34859934457061187,0.10269066968736434,0.986,0.8788694707117327,1000
-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
+LGBM Regr.,LGBM Regr.,IV-type,0.9,0.81108,0.34753625073182437,0.10476467882955193,0.982,0.8753490918585222,1000
+LGBM Regr.,LGBM Regr.,IV-type,0.95,0.88301,0.4141149848201987,0.10476467882955193,0.979,0.8696275590057301,1000
+LGBM Regr.,LGBM Regr.,partialling out,0.9,0.7499,0.45436580938530496,0.15479317056430109,0.966,1.14045419057626,1000
+LGBM Regr.,LGBM Regr.,partialling out,0.95,0.8292,0.5414102553624136,0.15479317056430109,0.965,1.1428606023655155,1000
+LGBM Regr.,LassoCV,IV-type,0.9,0.88042,0.36547250073661136,0.09244066038082599,0.995,0.9201052947485936,1000
+LGBM Regr.,LassoCV,IV-type,0.95,0.9352,0.435487344920254,0.09244066038082599,0.997,0.919191600876896,1000
+LGBM Regr.,LassoCV,partialling out,0.9,0.8518,0.6456523117846842,0.1769434790790047,0.996,1.624300550180789,1000
+LGBM Regr.,LassoCV,partialling out,0.95,0.9141,0.769342181515791,0.1769434790790047,0.998,1.6222295727135105,1000
+LassoCV,LGBM Regr.,IV-type,0.9,0.77595,0.3560003472875054,0.11493249002243157,0.98,0.8936995010150599,1000
+LassoCV,LGBM Regr.,IV-type,0.95,0.85296,0.42420057793254784,0.11493249002243157,0.979,0.8971381008472117,1000
+LassoCV,LGBM Regr.,partialling out,0.9,0.11575,0.5627449979830486,0.5297395114934405,0.226,1.412353729446771,1000
+LassoCV,LGBM Regr.,partialling out,0.95,0.17424,0.6705520238728092,0.5297395114934405,0.251,1.4195918591195151,1000
+LassoCV,LassoCV,IV-type,0.9,0.89501,0.3616476276526723,0.0887937798304664,0.996,0.9109478256370118,1000
+LassoCV,LassoCV,IV-type,0.95,0.94635,0.4309297275328325,0.0887937798304664,0.997,0.9076084670232829,1000
+LassoCV,LassoCV,partialling out,0.9,0.8930800000000001,0.37580933136906214,0.0927480396215142,0.998,0.9419266033822707,1000
+LassoCV,LassoCV,partialling out,0.95,0.94477,0.4478044383211074,0.0927480396215142,0.996,0.9487078274811828,1000
+LassoCV,RF Regr.,IV-type,0.9,0.8928400000000001,0.3592189643382743,0.08858475373164268,0.997,0.906279246304125,1000
+LassoCV,RF Regr.,IV-type,0.95,0.94447,0.42803579669984043,0.08858475373164268,0.999,0.9046683354643144,1000
+LassoCV,RF Regr.,partialling out,0.9,0.7744500000000001,0.4325567867931696,0.1411787082704541,0.985,1.0882496699575799,1000
+LassoCV,RF Regr.,partialling out,0.95,0.85524,0.515423202096265,0.1411787082704541,0.986,1.0866817530916593,1000
+RF Regr.,LassoCV,IV-type,0.9,0.88628,0.34773790027537904,0.08739450648497399,0.995,0.8767583563969938,1000
+RF Regr.,LassoCV,IV-type,0.95,0.93931,0.41435526507151715,0.08739450648497399,0.993,0.8726685703740463,1000
+RF Regr.,LassoCV,partialling out,0.9,0.86485,0.44479221962726684,0.11779311137598938,0.995,1.120671371140575,1000
+RF Regr.,LassoCV,partialling out,0.95,0.92655,0.5300026195575835,0.11779311137598938,0.994,1.1221894886367008,1000
+RF Regr.,RF Regr.,IV-type,0.9,0.8826,0.34326383534625277,0.08700990140042893,0.998,0.8628894725119298,1000
+RF Regr.,RF Regr.,IV-type,0.95,0.93355,0.409024087888394,0.08700990140042893,0.995,0.8641224623570899,1000
+RF Regr.,RF Regr.,partialling out,0.9,0.87676,0.38372252559163483,0.09828756016001841,0.996,0.9676080596207122,1000
+RF Regr.,RF Regr.,partialling out,0.95,0.93264,0.45723359081515513,0.09828756016001841,0.998,0.9616692545502734,1000

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,2025-11-17 11:47,185.29402711788813,3.12.3,scripts/plm/plr_cate_config.yml
+0.12.dev0,PLRCATECoverageSimulation,2025-12-04 20:18,189.09370460510254,3.12.3,scripts/plm/plr_cate_config.yml