Update results from script: scripts/rdd/rdd_fuzzy.py

Author: github-actions

results/rdd/rdd_fuzzy_coverage.csv

@@ -1,27 +1,27 @@
 Method,fs_specification,Learner g,Learner m,level,Coverage,CI Length,Bias,repetition
-RDFlex,cutoff,Global Linear,Global Logistic,0.9,0.914,159.78774916508115,16.371821196962774,1000
-RDFlex,cutoff,Global Linear,Global Logistic,0.95,0.9616666666666667,190.39884668322458,16.371821196962774,1000
-RDFlex,cutoff,LGBM Regr.,LGBM Clas.,0.9,0.911,21.894892395588858,2.054842519054099,1000
-RDFlex,cutoff,LGBM Regr.,LGBM Clas.,0.95,0.964,26.089373447939103,2.054842519054099,1000
-RDFlex,cutoff,Linear,Logistic,0.9,0.912,24.13350016941463,3.970042561943364,1000
-RDFlex,cutoff,Linear,Logistic,0.95,0.9606666666666667,28.756839136264052,3.970042561943364,1000
-RDFlex,cutoff,Stacked Regr.,Stacked Clas.,0.9,0.9203333333333333,3.9519734545980754,0.647703696648072,1000
-RDFlex,cutoff,Stacked Regr.,Stacked Clas.,0.95,0.9736666666666667,4.709066820265513,0.647703696648072,1000
-RDFlex,cutoff and score,Global Linear,Global Logistic,0.9,0.9136666666666666,40.229554938489734,4.971844764740165,1000
-RDFlex,cutoff and score,Global Linear,Global Logistic,0.95,0.961,47.9364713683679,4.971844764740165,1000
-RDFlex,cutoff and score,LGBM Regr.,LGBM Clas.,0.9,0.9146666666666666,16.86998628777336,1.5860785538090398,1000
-RDFlex,cutoff and score,LGBM Regr.,LGBM Clas.,0.95,0.9656666666666667,20.101828516499268,1.5860785538090398,1000
-RDFlex,cutoff and score,Linear,Logistic,0.9,0.914,97.14155501358066,9.810720713145727,1000
-RDFlex,cutoff and score,Linear,Logistic,0.95,0.963,115.75130218833239,9.810720713145727,1000
-RDFlex,cutoff and score,Stacked Regr.,Stacked Clas.,0.9,0.923,2.1887222402404873,0.5251851443672533,1000
-RDFlex,cutoff and score,Stacked Regr.,Stacked Clas.,0.95,0.9683333333333334,2.6080234087356517,0.5251851443672533,1000
-RDFlex,interacted cutoff and score,Global Linear,Global Logistic,0.9,0.916,39.62681032308488,5.974362235508999,1000
-RDFlex,interacted cutoff and score,Global Linear,Global Logistic,0.95,0.9616666666666667,47.218256860577036,5.974362235508999,1000
-RDFlex,interacted cutoff and score,LGBM Regr.,LGBM Clas.,0.9,0.9126666666666666,207.48089868228553,16.46141812561768,1000
-RDFlex,interacted cutoff and score,LGBM Regr.,LGBM Clas.,0.95,0.9626666666666667,247.22873952679137,16.46141812561768,1000
-RDFlex,interacted cutoff and score,Linear,Logistic,0.9,0.9143333333333333,1703.658231476743,157.0745025974768,1000
-RDFlex,interacted cutoff and score,Linear,Logistic,0.95,0.9626666666666667,2030.033992658808,157.0745025974768,1000
-RDFlex,interacted cutoff and score,Stacked Regr.,Stacked Clas.,0.9,0.9093333333333333,2.7930762710442028,0.5786138381787103,1000
-RDFlex,interacted cutoff and score,Stacked Regr.,Stacked Clas.,0.95,0.9663333333333334,3.328155653257759,0.5786138381787103,1000
-rdrobust,cutoff,Linear,Logistic,0.9,0.935,16.18988307541303,3.355681291457316,1000
-rdrobust,cutoff,Linear,Logistic,0.95,0.976,19.291435554988908,3.355681291457316,1000
+RDFlex,cutoff,Global Linear,Global Logistic,0.9,0.901,10.307791259037371,2.4999500933387395,1000
+RDFlex,cutoff,Global Linear,Global Logistic,0.95,0.9506666666666667,12.282490853191321,2.4999500933387395,1000
+RDFlex,cutoff,LGBM Regr.,LGBM Clas.,0.9,0.9116666666666666,2.182808804193873,0.5212319188762752,1000
+RDFlex,cutoff,LGBM Regr.,LGBM Clas.,0.95,0.9586666666666667,2.60097711507989,0.5212319188762752,1000
+RDFlex,cutoff,Linear,Logistic,0.9,0.9026666666666666,10.915151819603038,2.6120225897993565,1000
+RDFlex,cutoff,Linear,Logistic,0.95,0.949,13.006205598888803,2.6120225897993565,1000
+RDFlex,cutoff,Stacked Regr.,Stacked Clas.,0.9,0.9116666666666666,2.0139607416312075,0.4890720473458547,1000
+RDFlex,cutoff,Stacked Regr.,Stacked Clas.,0.95,0.9663333333333334,2.399782239098409,0.4890720473458547,1000
+RDFlex,cutoff and score,Global Linear,Global Logistic,0.9,0.9023333333333333,9.722945866744068,2.4450479988674068,1000
+RDFlex,cutoff and score,Global Linear,Global Logistic,0.95,0.9486666666666667,11.585604585235945,2.4450479988674068,1000
+RDFlex,cutoff and score,LGBM Regr.,LGBM Clas.,0.9,0.913,4.66539428819883,0.9037135611751438,1000
+RDFlex,cutoff and score,LGBM Regr.,LGBM Clas.,0.95,0.9656666666666667,5.559160176152479,0.9037135611751438,1000
+RDFlex,cutoff and score,Linear,Logistic,0.9,0.9036666666666666,13.432929509601143,3.1662174275431476,1000
+RDFlex,cutoff and score,Linear,Logistic,0.95,0.95,16.006322759842924,3.1662174275431476,1000
+RDFlex,cutoff and score,Stacked Regr.,Stacked Clas.,0.9,0.9136666666666666,2.0724383814686305,0.4898040944377731,1000
+RDFlex,cutoff and score,Stacked Regr.,Stacked Clas.,0.95,0.9663333333333334,2.4694626447614203,0.4898040944377731,1000
+RDFlex,interacted cutoff and score,Global Linear,Global Logistic,0.9,0.9003333333333333,9.734536613503758,2.444143019061854,1000
+RDFlex,interacted cutoff and score,Global Linear,Global Logistic,0.95,0.9486666666666667,11.599415811858597,2.444143019061854,1000
+RDFlex,interacted cutoff and score,LGBM Regr.,LGBM Clas.,0.9,0.9256666666666666,2.1781280679063757,0.5387091759367076,1000
+RDFlex,interacted cutoff and score,LGBM Regr.,LGBM Clas.,0.95,0.968,2.5953996737840175,0.5387091759367076,1000
+RDFlex,interacted cutoff and score,Linear,Logistic,0.9,0.9043333333333333,9.793271886592747,2.4520423455023717,1000
+RDFlex,interacted cutoff and score,Linear,Logistic,0.95,0.9493333333333334,11.66940320647553,2.4520423455023717,1000
+RDFlex,interacted cutoff and score,Stacked Regr.,Stacked Clas.,0.9,0.9023333333333333,2.1206034333871218,0.5236558857186306,1000
+RDFlex,interacted cutoff and score,Stacked Regr.,Stacked Clas.,0.95,0.9603333333333334,2.5268548439984473,0.5236558857186306,1000
+rdrobust,cutoff,Linear,Logistic,0.9,0.916,17.658731459479302,3.8890014772215755,1000
+rdrobust,cutoff,Linear,Logistic,0.95,0.965,21.041676357178346,3.8890014772215755,1000

results/rdd/rdd_fuzzy_metadata.csv

@@ -1,2 +1,2 @@
 DoubleML Version,Script,Date,Total Runtime (minutes),Python Version,Config File
-0.11.dev0,RDDCoverageSimulation,2025-06-05 20:21,208.91020024220148,3.12.3,scripts/rdd/rdd_fuzzy_config.yml
+0.11.dev0,RDDCoverageSimulation,2025-09-08 10:08,209.25598777929943,3.12.3,scripts/rdd/rdd_fuzzy_config.yml