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

Author: github-actions

results/plm/plr_ate_coverage.csv

@@ -1,29 +1,29 @@
 Learner g,Learner m,Score,level,Coverage,CI Length,Bias,repetition
-LGBM Regr.,LGBM Regr.,IV-type,0.9,0.863,0.1596875004155196,0.04190692285022562,1000
-LGBM Regr.,LGBM Regr.,IV-type,0.95,0.927,0.19027939293036994,0.04190692285022562,1000
-LGBM Regr.,LGBM Regr.,partialling out,0.9,0.82,0.14673790477408832,0.04274003558423509,1000
-LGBM Regr.,LGBM Regr.,partialling out,0.95,0.882,0.1748489979969301,0.04274003558423509,1000
-LGBM Regr.,LassoCV,IV-type,0.9,0.864,0.14850767996959235,0.039302736245328145,1000
-LGBM Regr.,LassoCV,IV-type,0.95,0.927,0.176957815211474,0.039302736245328145,1000
-LGBM Regr.,LassoCV,partialling out,0.9,0.882,0.15900684464932308,0.04075159325722853,1000
-LGBM Regr.,LassoCV,partialling out,0.95,0.932,0.189468341560354,0.04075159325722853,1000
-LassoCV,LGBM Regr.,IV-type,0.9,0.868,0.15035462431781724,0.03885008673020529,1000
-LassoCV,LGBM Regr.,IV-type,0.95,0.937,0.17915858514300867,0.03885008673020529,1000
-LassoCV,LGBM Regr.,partialling out,0.9,0.492,0.13884592445719834,0.0709498471401035,1000
-LassoCV,LGBM Regr.,partialling out,0.95,0.612,0.16544512343061302,0.0709498471401035,1000
-LassoCV,LassoCV,IV-type,0.9,0.869,0.13981178087085014,0.03694061273543505,1000
-LassoCV,LassoCV,IV-type,0.95,0.93,0.16659601233280855,0.03694061273543505,1000
-LassoCV,LassoCV,partialling out,0.9,0.883,0.14670738716893747,0.03669884399866198,1000
-LassoCV,LassoCV,partialling out,0.95,0.944,0.17481263402751057,0.03669884399866198,1000
-LassoCV,RF Regr.,IV-type,0.9,0.835,0.1302896143924338,0.03725192920475538,1000
-LassoCV,RF Regr.,IV-type,0.95,0.904,0.15524965114498646,0.03725192920475538,1000
-LassoCV,RF Regr.,partialling out,0.9,0.777,0.14256373927301522,0.046784627261935774,1000
-LassoCV,RF Regr.,partialling out,0.95,0.862,0.1698751730233513,0.046784627261935774,1000
-RF Regr.,LassoCV,IV-type,0.9,0.871,0.14106017506402294,0.036864349901817875,1000
-RF Regr.,LassoCV,IV-type,0.95,0.938,0.1680835657643333,0.036864349901817875,1000
-RF Regr.,LassoCV,partialling out,0.9,0.884,0.15071292176789794,0.03856536256116802,1000
-RF Regr.,LassoCV,partialling out,0.95,0.934,0.1795855228877442,0.03856536256116802,1000
-RF Regr.,RF Regr.,IV-type,0.9,0.83,0.13156454943211618,0.037590451309181865,1000
-RF Regr.,RF Regr.,IV-type,0.95,0.902,0.15676882994573899,0.037590451309181865,1000
-RF Regr.,RF Regr.,partialling out,0.9,0.875,0.14232152273160326,0.037118739561801554,1000
-RF Regr.,RF Regr.,partialling out,0.95,0.934,0.1695865542126264,0.037118739561801554,1000
+LGBM Regr.,LGBM Regr.,IV-type,0.9,0.889,0.15978309138485988,0.040678761104429376,1000
+LGBM Regr.,LGBM Regr.,IV-type,0.95,0.939,0.1903932965957687,0.040678761104429376,1000
+LGBM Regr.,LGBM Regr.,partialling out,0.9,0.838,0.14681770731506133,0.041275148836012944,1000
+LGBM Regr.,LGBM Regr.,partialling out,0.95,0.897,0.17494408858956342,0.041275148836012944,1000
+LGBM Regr.,LassoCV,IV-type,0.9,0.876,0.14833747639697978,0.039489073815308307,1000
+LGBM Regr.,LassoCV,IV-type,0.95,0.931,0.17675500514564524,0.039489073815308307,1000
+LGBM Regr.,LassoCV,partialling out,0.9,0.893,0.15937942718304723,0.03925857893846666,1000
+LGBM Regr.,LassoCV,partialling out,0.95,0.94,0.18991230103212867,0.03925857893846666,1000
+LassoCV,LGBM Regr.,IV-type,0.9,0.878,0.15066272181786255,0.03855046266735263,1000
+LassoCV,LGBM Regr.,IV-type,0.95,0.929,0.17952570595784667,0.03855046266735263,1000
+LassoCV,LGBM Regr.,partialling out,0.9,0.526,0.13905172633298185,0.06966076055623882,1000
+LassoCV,LGBM Regr.,partialling out,0.95,0.642,0.1656903514909566,0.06966076055623882,1000
+LassoCV,LassoCV,IV-type,0.9,0.877,0.13992145634265207,0.0366445077678926,1000
+LassoCV,LassoCV,IV-type,0.95,0.928,0.16672669871802667,0.0366445077678926,1000
+LassoCV,LassoCV,partialling out,0.9,0.897,0.14673266782178596,0.03648225251216086,1000
+LassoCV,LassoCV,partialling out,0.95,0.945,0.17484275778337358,0.03648225251216086,1000
+LassoCV,RF Regr.,IV-type,0.9,0.855,0.13032149928473868,0.037166678834479695,1000
+LassoCV,RF Regr.,IV-type,0.95,0.907,0.15528764433753836,0.037166678834479695,1000
+LassoCV,RF Regr.,partialling out,0.9,0.775,0.14270313357843983,0.04570634853982781,1000
+LassoCV,RF Regr.,partialling out,0.95,0.862,0.1700412715830077,0.04570634853982781,1000
+RF Regr.,LassoCV,IV-type,0.9,0.873,0.14101035943967402,0.03685517557846389,1000
+RF Regr.,LassoCV,IV-type,0.95,0.937,0.16802420678673716,0.03685517557846389,1000
+RF Regr.,LassoCV,partialling out,0.9,0.895,0.15051386498604236,0.037526282976942105,1000
+RF Regr.,LassoCV,partialling out,0.95,0.938,0.1793483321025444,0.037526282976942105,1000
+RF Regr.,RF Regr.,IV-type,0.9,0.837,0.13142137550510022,0.037870665143070414,1000
+RF Regr.,RF Regr.,IV-type,0.95,0.924,0.15659822768917436,0.037870665143070414,1000
+RF Regr.,RF Regr.,partialling out,0.9,0.884,0.1422661253784088,0.03699055268836001,1000
+RF Regr.,RF Regr.,partialling out,0.95,0.936,0.16952054419488322,0.03699055268836001,1000

results/plm/plr_ate_metadata.csv

@@ -1,2 +1,2 @@
 DoubleML Version,Script,Date,Total Runtime (minutes),Python Version,Config File
-0.11.dev0,PLRATECoverageSimulation,2025-11-17 11:56,194.01051502227784,3.12.3,scripts/plm/plr_ate_config.yml
+0.12.dev0,PLRATECoverageSimulation,2025-12-04 20:23,193.46772919098535,3.12.3,scripts/plm/plr_ate_config.yml