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,0.9,0.885,0.15983740265821775,0.041136505215158464,1000
-LGBM Regr.,LGBM Regr.,IV-type,0.95,0.935,0.19045801246956545,0.041136505215158464,1000
-LGBM Regr.,LGBM Regr.,partialling out,0.9,0.824,0.14652019534658833,0.04246199234429185,1000
-LGBM Regr.,LGBM Regr.,partialling out,0.95,0.893,0.17458958121357435,0.04246199234429185,1000
-LGBM Regr.,LassoCV,IV-type,0.9,0.883,0.14837154235030955,0.037547727902696455,1000
-LGBM Regr.,LassoCV,IV-type,0.95,0.937,0.17679559723270477,0.037547727902696455,1000
-LGBM Regr.,LassoCV,partialling out,0.9,0.887,0.15933257799041745,0.04021756501464064,1000
-LGBM Regr.,LassoCV,partialling out,0.95,0.941,0.1898564767759428,0.04021756501464064,1000
-LassoCV,LGBM Regr.,IV-type,0.9,0.874,0.1504138026201527,0.0384034628252421,1000
-LassoCV,LGBM Regr.,IV-type,0.95,0.945,0.17922910043953308,0.0384034628252421,1000
-LassoCV,LGBM Regr.,partialling out,0.9,0.521,0.13901722228563204,0.06873936210074709,1000
-LassoCV,LGBM Regr.,partialling out,0.95,0.64,0.16564923738267465,0.06873936210074709,1000
-LassoCV,LassoCV,IV-type,0.9,0.876,0.13984950388376818,0.03654175128573881,1000
-LassoCV,LassoCV,IV-type,0.95,0.934,0.16664096207514204,0.03654175128573881,1000
-LassoCV,LassoCV,partialling out,0.9,0.9,0.1468437970720089,0.03588220373374918,1000
-LassoCV,LassoCV,partialling out,0.95,0.946,0.17497517645242536,0.03588220373374918,1000
-LassoCV,RF Regr.,IV-type,0.9,0.837,0.13013644240026234,0.036636608615855826,1000
-LassoCV,RF Regr.,IV-type,0.95,0.907,0.1550671354589842,0.036636608615855826,1000
-LassoCV,RF Regr.,partialling out,0.9,0.773,0.14296223702800953,0.046042984436838075,1000
-LassoCV,RF Regr.,partialling out,0.95,0.859,0.17035001238590083,0.046042984436838075,1000
-RF Regr.,LassoCV,IV-type,0.9,0.884,0.141016616428934,0.03611493633659719,1000
-RF Regr.,LassoCV,IV-type,0.95,0.929,0.168031662449296,0.03611493633659719,1000
-RF Regr.,LassoCV,partialling out,0.9,0.885,0.15062723475769935,0.037683080056869614,1000
-RF Regr.,LassoCV,partialling out,0.95,0.943,0.1794834205175513,0.037683080056869614,1000
-RF Regr.,RF Regr.,IV-type,0.9,0.841,0.1314513341669066,0.037780418069974564,1000
-RF Regr.,RF Regr.,IV-type,0.95,0.9,0.15663392563651957,0.037780418069974564,1000
-RF Regr.,RF Regr.,partialling out,0.9,0.876,0.14238380316163346,0.0364464310437898,1000
-RF Regr.,RF Regr.,partialling out,0.95,0.929,0.16966076592228904,0.0364464310437898,1000
+LGBM Regr.,LGBM Regr.,IV-type,0.9,0.901,0.1600886964717691,0.03825459741300921,1000
+LGBM Regr.,LGBM Regr.,IV-type,0.95,0.954,0.1907574475171759,0.03825459741300921,1000
+LGBM Regr.,LGBM Regr.,partialling out,0.9,0.852,0.1472338725724203,0.04033882206093188,1000
+LGBM Regr.,LGBM Regr.,partialling out,0.95,0.907,0.17543998007964826,0.04033882206093188,1000
+LGBM Regr.,LassoCV,IV-type,0.9,0.897,0.14893931259851462,0.03581322542672391,1000
+LGBM Regr.,LassoCV,IV-type,0.95,0.944,0.17747213721154637,0.03581322542672391,1000
+LGBM Regr.,LassoCV,partialling out,0.9,0.919,0.15954274114692812,0.036771169423404644,1000
+LGBM Regr.,LassoCV,partialling out,0.95,0.965,0.1901069016228039,0.036771169423404644,1000
+LassoCV,LGBM Regr.,IV-type,0.9,0.909,0.15087501797235597,0.03579426387662549,1000
+LassoCV,LGBM Regr.,IV-type,0.95,0.962,0.17977867242856824,0.03579426387662549,1000
+LassoCV,LGBM Regr.,partialling out,0.9,0.5,0.13938134605639943,0.0716306212080508,1000
+LassoCV,LGBM Regr.,partialling out,0.95,0.637,0.16608311761671207,0.0716306212080508,1000
+LassoCV,LassoCV,IV-type,0.9,0.903,0.14017731757203095,0.03335306344342395,1000
+LassoCV,LassoCV,IV-type,0.95,0.949,0.16703157617727646,0.03335306344342395,1000
+LassoCV,LassoCV,partialling out,0.9,0.913,0.1470503863434512,0.03311342390288956,1000
+LassoCV,LassoCV,partialling out,0.95,0.962,0.1752213427525658,0.03311342390288956,1000
+LassoCV,RF Regr.,IV-type,0.9,0.872,0.13067781887808327,0.03371461104404601,1000
+LassoCV,RF Regr.,IV-type,0.95,0.929,0.15571222532061083,0.03371461104404601,1000
+LassoCV,RF Regr.,partialling out,0.9,0.779,0.1433760406549323,0.04587343436600307,1000
+LassoCV,RF Regr.,partialling out,0.95,0.879,0.17084308981975366,0.04587343436600307,1000
+RF Regr.,LassoCV,IV-type,0.9,0.906,0.1414322610744008,0.03340307522412499,1000
+RF Regr.,LassoCV,IV-type,0.95,0.95,0.16852693359204907,0.03340307522412499,1000
+RF Regr.,LassoCV,partialling out,0.9,0.91,0.15082186132541758,0.03461629259435052,1000
+RF Regr.,LassoCV,partialling out,0.95,0.963,0.17971533237700918,0.03461629259435052,1000
+RF Regr.,RF Regr.,IV-type,0.9,0.87,0.13172986702290923,0.03443723399705047,1000
+RF Regr.,RF Regr.,IV-type,0.95,0.931,0.15696581800513595,0.03443723399705047,1000
+RF Regr.,RF Regr.,partialling out,0.9,0.917,0.1427041207685971,0.03381092461795716,1000
+RF Regr.,RF Regr.,partialling out,0.95,0.955,0.1700424478926333,0.03381092461795716,1000

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,2025-06-05 15:50,194.21264092922212,3.12.3,scripts/plm/plr_ate_config.yml
+0.11.dev0,PLRATECoverageSimulation,2025-09-08 09:49,191.29596571127573,3.12.3,scripts/plm/plr_ate_config.yml