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,0.9,0.881,0.1595019374208847,0.04100069583914705,1000
-LGBM Regr.,LGBM Regr.,IV-type,0.95,0.934,0.19005828098436547,0.04100069583914705,1000
-LGBM Regr.,LGBM Regr.,partialling out,0.9,0.846,0.14675274853894962,0.04190791237104824,1000
-LGBM Regr.,LGBM Regr.,partialling out,0.95,0.906,0.1748666854337004,0.04190791237104824,1000
-LGBM Regr.,LassoCV,IV-type,0.9,0.868,0.14824170920889415,0.038100428221802235,1000
-LGBM Regr.,LassoCV,IV-type,0.95,0.928,0.17664089150266024,0.038100428221802235,1000
-LGBM Regr.,LassoCV,partialling out,0.9,0.884,0.15938519368433107,0.040002152187652996,1000
-LGBM Regr.,LassoCV,partialling out,0.95,0.951,0.18991917224221566,0.040002152187652996,1000
-LassoCV,LGBM Regr.,IV-type,0.9,0.877,0.15050782237661248,0.03888238970332176,1000
-LassoCV,LGBM Regr.,IV-type,0.95,0.926,0.1793411318893089,0.03888238970332176,1000
-LassoCV,LGBM Regr.,partialling out,0.9,0.518,0.13890986601831956,0.06993679744603097,1000
-LassoCV,LGBM Regr.,partialling out,0.95,0.629,0.1655213145000549,0.06993679744603097,1000
-LassoCV,LassoCV,IV-type,0.9,0.872,0.13969849281695265,0.036499996257704004,1000
-LassoCV,LassoCV,IV-type,0.95,0.926,0.16646102129051793,0.036499996257704004,1000
-LassoCV,LassoCV,partialling out,0.9,0.885,0.14668089047289096,0.036074540811218185,1000
-LassoCV,LassoCV,partialling out,0.95,0.94,0.17478106126680434,0.036074540811218185,1000
-LassoCV,RF Regr.,IV-type,0.9,0.83,0.13018546605867554,0.03666478054707691,1000
-LassoCV,RF Regr.,IV-type,0.95,0.908,0.1551255507509627,0.03666478054707691,1000
-LassoCV,RF Regr.,partialling out,0.9,0.77,0.1428404897252024,0.04728817703065239,1000
-LassoCV,RF Regr.,partialling out,0.95,0.847,0.1702049415268244,0.04728817703065239,1000
-RF Regr.,LassoCV,IV-type,0.9,0.867,0.14097249774433687,0.03618679510307958,1000
-RF Regr.,LassoCV,IV-type,0.95,0.931,0.1679790917941089,0.03618679510307958,1000
-RF Regr.,LassoCV,partialling out,0.9,0.884,0.15066452213723588,0.03704282071453597,1000
-RF Regr.,LassoCV,partialling out,0.95,0.948,0.17952785117069395,0.03704282071453597,1000
-RF Regr.,RF Regr.,IV-type,0.9,0.835,0.13139894350736067,0.036892972501779066,1000
-RF Regr.,RF Regr.,IV-type,0.95,0.906,0.1565714983152347,0.036892972501779066,1000
-RF Regr.,RF Regr.,partialling out,0.9,0.877,0.1423808019770533,0.03596103352057129,1000
-RF Regr.,RF Regr.,partialling out,0.95,0.935,0.16965718979029062,0.03596103352057129,1000
+LGBM Regr.,LGBM Regr.,IV-type,0.9,0.883,0.15961877895273296,0.04068372543442765,1000
+LGBM Regr.,LGBM Regr.,IV-type,0.95,0.933,0.1901975062567962,0.04068372543442765,1000
+LGBM Regr.,LGBM Regr.,partialling out,0.9,0.817,0.14642066864789335,0.041735779410315844,1000
+LGBM Regr.,LGBM Regr.,partialling out,0.95,0.897,0.17447098783739418,0.041735779410315844,1000
+LGBM Regr.,LassoCV,IV-type,0.9,0.888,0.14828359010688336,0.03751445724526263,1000
+LGBM Regr.,LassoCV,IV-type,0.95,0.944,0.17669079567063856,0.03751445724526263,1000
+LGBM Regr.,LassoCV,partialling out,0.9,0.904,0.1593118503428552,0.03940645884290757,1000
+LGBM Regr.,LassoCV,partialling out,0.95,0.946,0.1898317782605001,0.03940645884290757,1000
+LassoCV,LGBM Regr.,IV-type,0.9,0.888,0.1501213938923901,0.037389002407502744,1000
+LassoCV,LGBM Regr.,IV-type,0.95,0.934,0.17888067394991158,0.037389002407502744,1000
+LassoCV,LGBM Regr.,partialling out,0.9,0.49,0.13868359580763356,0.07134433277798699,1000
+LassoCV,LGBM Regr.,partialling out,0.95,0.628,0.16525169691436084,0.07134433277798699,1000
+LassoCV,LassoCV,IV-type,0.9,0.879,0.1395848933214119,0.03508684359283747,1000
+LassoCV,LassoCV,IV-type,0.95,0.936,0.16632565914262007,0.03508684359283747,1000
+LassoCV,LassoCV,partialling out,0.9,0.895,0.14655835450119167,0.034987652787981494,1000
+LassoCV,LassoCV,partialling out,0.95,0.944,0.17463505065077992,0.034987652787981494,1000
+LassoCV,RF Regr.,IV-type,0.9,0.859,0.1302363383352069,0.03561064803310554,1000
+LassoCV,RF Regr.,IV-type,0.95,0.915,0.15518616880729266,0.03561064803310554,1000
+LassoCV,RF Regr.,partialling out,0.9,0.781,0.1426668302933166,0.04651298597227526,1000
+LassoCV,RF Regr.,partialling out,0.95,0.869,0.16999801355068422,0.04651298597227526,1000
+RF Regr.,LassoCV,IV-type,0.9,0.885,0.14079639422615867,0.034650404336531236,1000
+RF Regr.,LassoCV,IV-type,0.95,0.936,0.16776925150952393,0.034650404336531236,1000
+RF Regr.,LassoCV,partialling out,0.9,0.888,0.15051167153657427,0.036505990374521784,1000
+RF Regr.,LassoCV,partialling out,0.95,0.948,0.17934571844629627,0.036505990374521784,1000
+RF Regr.,RF Regr.,IV-type,0.9,0.856,0.13145465044384871,0.03623204217504653,1000
+RF Regr.,RF Regr.,IV-type,0.95,0.909,0.1566378772242249,0.03623204217504653,1000
+RF Regr.,RF Regr.,partialling out,0.9,0.886,0.14234151080307436,0.03605936619645565,1000
+RF Regr.,RF Regr.,partialling out,0.95,0.931,0.1696103714688016,0.03605936619645565,1000

results/plm/plr_ate_metadata.csv

@@ -1,2 +1,2 @@
 DoubleML Version,Script,Date,Total Runtime (minutes),Python Version,Config File
-0.10.0,PLRATECoverageSimulation,2025-05-28 11:53,19.402489805221556,3.12.9,scripts/plm/plr_ate_config.yml
+0.11.dev0,PLRATECoverageSimulation,2025-05-28 15:36,194.11949107646942,3.12.3,scripts/plm/plr_ate_config.yml