Update results from script: scripts/irm/irm_apo_coverage.py

Author: github-actions

results/irm/irm_apo_coverage_apo.csv

@@ -1,25 +1,25 @@
 Learner g,Learner m,Treatment Level,level,Coverage,CI Length,Bias,repetition
-LGBM,LGBM,0.0,0.9,0.912,8.657690136121921,2.075993749929611,1000
-LGBM,LGBM,0.0,0.95,0.964,10.316274091547035,2.075993749929611,1000
-LGBM,LGBM,1.0,0.9,0.914,38.23339285821166,9.186542742710675,1000
-LGBM,LGBM,1.0,0.95,0.967,45.55789754237906,9.186542742710675,1000
-LGBM,LGBM,2.0,0.9,0.89,37.49194764946096,9.603990986009524,1000
-LGBM,LGBM,2.0,0.95,0.952,44.67441108385784,9.603990986009524,1000
-LGBM,Logistic,0.0,0.9,0.903,5.625897101886533,1.3353194514431521,1000
-LGBM,Logistic,0.0,0.95,0.957,6.7036698705295725,1.3353194514431521,1000
-LGBM,Logistic,1.0,0.9,0.922,7.423300143143785,1.6962452101686065,1000
-LGBM,Logistic,1.0,0.95,0.968,8.84540769378873,1.6962452101686065,1000
-LGBM,Logistic,2.0,0.9,0.918,7.321275660150268,1.6605428913390372,1000
-LGBM,Logistic,2.0,0.95,0.971,8.723838024042964,1.6605428913390372,1000
-Linear,LGBM,0.0,0.9,0.9,5.498257423071024,1.3054063118189718,1000
-Linear,LGBM,0.0,0.95,0.948,6.551577812380716,1.3054063118189718,1000
-Linear,LGBM,1.0,0.9,0.949,10.700720020780512,2.1266852211803364,1000
-Linear,LGBM,1.0,0.95,0.982,12.75069435099058,2.1266852211803364,1000
-Linear,LGBM,2.0,0.9,0.932,7.513644049429104,1.6340563160334893,1000
-Linear,LGBM,2.0,0.95,0.966,8.953059097926168,1.6340563160334893,1000
-Linear,Logistic,0.0,0.9,0.902,5.335670092717667,1.2841438731760095,1000
-Linear,Logistic,0.0,0.95,0.954,6.357843058957276,1.2841438731760095,1000
-Linear,Logistic,1.0,0.9,0.904,5.417512107920403,1.280708898509647,1000
-Linear,Logistic,1.0,0.95,0.954,6.455363835025866,1.280708898509647,1000
-Linear,Logistic,2.0,0.9,0.906,5.366403391397197,1.278693826210701,1000
-Linear,Logistic,2.0,0.95,0.959,6.3944640430685675,1.278693826210701,1000
+LGBM,LGBM,0.0,0.9,0.91,8.657690136121921,2.0774322102310396,1000
+LGBM,LGBM,0.0,0.95,0.966,10.316274091547035,2.0774322102310396,1000
+LGBM,LGBM,1.0,0.9,0.914,38.23339285821166,9.221499001374493,1000
+LGBM,LGBM,1.0,0.95,0.967,45.55789754237906,9.221499001374493,1000
+LGBM,LGBM,2.0,0.9,0.894,37.49194764946096,9.569628503931227,1000
+LGBM,LGBM,2.0,0.95,0.953,44.67441108385784,9.569628503931227,1000
+LGBM,Logistic,0.0,0.9,0.903,5.625897101886533,1.3427898044782796,1000
+LGBM,Logistic,0.0,0.95,0.955,6.7036698705295725,1.3427898044782796,1000
+LGBM,Logistic,1.0,0.9,0.924,7.423300143143785,1.6931903229654406,1000
+LGBM,Logistic,1.0,0.95,0.97,8.84540769378873,1.6931903229654406,1000
+LGBM,Logistic,2.0,0.9,0.92,7.321275660150268,1.6627857804697925,1000
+LGBM,Logistic,2.0,0.95,0.965,8.723838024042964,1.6627857804697925,1000
+Linear,LGBM,0.0,0.9,0.902,5.498257423071024,1.31333599452238,1000
+Linear,LGBM,0.0,0.95,0.95,6.551577812380716,1.31333599452238,1000
+Linear,LGBM,1.0,0.9,0.947,10.700720020780512,2.129828839351603,1000
+Linear,LGBM,1.0,0.95,0.983,12.75069435099058,2.129828839351603,1000
+Linear,LGBM,2.0,0.9,0.934,7.513644049429104,1.6381350879200112,1000
+Linear,LGBM,2.0,0.95,0.967,8.953059097926168,1.6381350879200112,1000
+Linear,Logistic,0.0,0.9,0.904,5.335670092717667,1.2923995163085065,1000
+Linear,Logistic,0.0,0.95,0.954,6.357843058957276,1.2923995163085065,1000
+Linear,Logistic,1.0,0.9,0.908,5.417512107920403,1.2807077813820356,1000
+Linear,Logistic,1.0,0.95,0.959,6.455363835025866,1.2807077813820356,1000
+Linear,Logistic,2.0,0.9,0.908,5.366403391397197,1.2885877554305896,1000
+Linear,Logistic,2.0,0.95,0.956,6.3944640430685675,1.2885877554305896,1000

results/irm/irm_apo_coverage_apos.csv

@@ -1,9 +1,9 @@
 Learner g,Learner m,level,Coverage,CI Length,Bias,Uniform Coverage,Uniform CI Length,repetition
-LGBM,LGBM,0.9,0.9063333333333333,28.21021843292038,7.119905917981641,0.924,36.1943517986729,1000
-LGBM,LGBM,0.95,0.9586666666666667,33.61454856442563,7.119905917981641,0.974,40.868020474452145,1000
-LGBM,Logistic,0.9,0.9176666666666666,6.789316986971467,1.570839912306491,0.924,8.394070597867524,1000
-LGBM,Logistic,0.95,0.963,8.089970168806186,1.570839912306491,0.959,9.592284619044477,1000
-Linear,LGBM,0.9,0.9273333333333333,7.903418354805325,1.7251987666785773,0.94,9.850445774370156,1000
-Linear,LGBM,0.95,0.967,9.41750382912841,1.7251987666785773,0.975,11.234392064837424,1000
-Linear,Logistic,0.9,0.904,5.372532806955153,1.279293151465328,0.906,5.7964894175017925,1000
-Linear,Logistic,0.95,0.957,6.4017676921854445,1.279293151465328,0.953,6.8182385960659,1000
+LGBM,LGBM,0.9,0.9066666666666666,28.21021843292038,7.118050410548393,0.925,36.1943517986729,1000
+LGBM,LGBM,0.95,0.958,33.61454856442563,7.118050410548393,0.973,40.868020474452145,1000
+LGBM,Logistic,0.9,0.9136666666666666,6.789316986971467,1.57447223146738,0.921,8.394070597867524,1000
+LGBM,Logistic,0.95,0.9626666666666667,8.089970168806186,1.57447223146738,0.959,9.592284619044477,1000
+Linear,LGBM,0.9,0.9273333333333333,7.903418354805325,1.7307958124719784,0.937,9.850445774370156,1000
+Linear,LGBM,0.95,0.9686666666666667,9.41750382912841,1.7307958124719784,0.975,11.234392064837424,1000
+Linear,Logistic,0.9,0.9053333333333333,5.372532806955153,1.284757885951191,0.902,5.7964894175017925,1000
+Linear,Logistic,0.95,0.9553333333333334,6.4017676921854445,1.284757885951191,0.952,6.8182385960659,1000

results/irm/irm_apo_coverage_apos_contrast.csv

@@ -1,9 +1,9 @@
 Learner g,Learner m,level,Coverage,CI Length,Bias,Uniform Coverage,Uniform CI Length,repetition
-LGBM,LGBM,0.9,0.8885,37.87536523730769,9.788054543020683,0.898,44.828925781533165,1000
-LGBM,LGBM,0.95,0.9485,45.13128131893863,9.788054543020683,0.965,51.42387403222799,1000
-LGBM,Logistic,0.9,0.9275,5.725128733165455,1.2675085831936368,0.927,6.774304315459575,1000
-LGBM,Logistic,0.95,0.9625,6.821911652197591,1.2675085831936368,0.962,7.7654094416927215,1000
-Linear,LGBM,0.9,0.958,7.430953406859927,1.5065020389813555,0.975,8.798628447594016,1000
-Linear,LGBM,0.95,0.989,8.85452711998085,1.5065020389813555,0.992,10.090116294778499,1000
-Linear,Logistic,0.9,0.873,1.1425883251377777,0.295522974485943,0.872,1.3505222299078565,1000
-Linear,Logistic,0.95,0.936,1.3614779635902856,0.295522974485943,0.919,1.5496710496635275,1000
+LGBM,LGBM,0.9,0.8885,37.87536523730769,9.786633570698548,0.898,44.828925781533165,1000
+LGBM,LGBM,0.95,0.9485,45.13128131893863,9.786633570698548,0.965,51.42387403222799,1000
+LGBM,Logistic,0.9,0.9275,5.725128733165455,1.2678647082222205,0.926,6.774304315459575,1000
+LGBM,Logistic,0.95,0.962,6.821911652197591,1.2678647082222205,0.961,7.7654094416927215,1000
+Linear,LGBM,0.9,0.958,7.430953406859927,1.5066569199658195,0.975,8.798628447594016,1000
+Linear,LGBM,0.95,0.9885,8.85452711998085,1.5066569199658195,0.992,10.090116294778499,1000
+Linear,Logistic,0.9,0.874,1.1425883251377777,0.2971374642918569,0.871,1.3505222299078565,1000
+Linear,Logistic,0.95,0.934,1.3614779635902856,0.2971374642918569,0.917,1.5496710496635275,1000

results/irm/irm_apo_coverage_metadata.csv

@@ -1,2 +1,2 @@
 DoubleML Version,Script,Date,Total Runtime (seconds),Python Version
-0.10.dev0,irm_apo_coverage.py,2025-02-04 10:19:56,5644.753345966339,3.12.8
+0.10.dev0,irm_apo_coverage.py,2025-02-04 15:18:58,5762.698203086853,3.12.8