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,0.0,0.9,0.911,8.657690136121921,2.0760918678352267,1000
-LGBM,LGBM,0.0,0.95,0.963,10.316274091547035,2.0760918678352267,1000
-LGBM,LGBM,1.0,0.9,0.914,38.23339285821166,9.19332007236871,1000
-LGBM,LGBM,1.0,0.95,0.967,45.55789754237906,9.19332007236871,1000
-LGBM,LGBM,2.0,0.9,0.891,37.49194764946096,9.594147407062762,1000
-LGBM,LGBM,2.0,0.95,0.952,44.67441108385784,9.594147407062762,1000
-LGBM,Logistic,0.0,0.9,0.901,5.625897101886533,1.3366474407456235,1000
-LGBM,Logistic,0.0,0.95,0.955,6.7036698705295725,1.3366474407456235,1000
-LGBM,Logistic,1.0,0.9,0.92,7.423300143143785,1.6954254817667072,1000
-LGBM,Logistic,1.0,0.95,0.968,8.84540769378873,1.6954254817667072,1000
-LGBM,Logistic,2.0,0.9,0.918,7.321275660150268,1.660607504960853,1000
-LGBM,Logistic,2.0,0.95,0.971,8.723838024042964,1.660607504960853,1000
-Linear,LGBM,0.0,0.9,0.901,5.498257423071024,1.307400569952483,1000
-Linear,LGBM,0.0,0.95,0.949,6.551577812380716,1.307400569952483,1000
-Linear,LGBM,1.0,0.9,0.951,10.700720020780512,2.1270559074131152,1000
-Linear,LGBM,1.0,0.95,0.982,12.75069435099058,2.1270559074131152,1000
-Linear,LGBM,2.0,0.9,0.932,7.513644049429104,1.634643965398859,1000
-Linear,LGBM,2.0,0.95,0.967,8.953059097926168,1.634643965398859,1000
-Linear,Logistic,0.0,0.9,0.9,5.335670092717667,1.2859337252007816,1000
-Linear,Logistic,0.0,0.95,0.951,6.357843058957276,1.2859337252007816,1000
-Linear,Logistic,1.0,0.9,0.904,5.417512107920403,1.2802845007629777,1000
-Linear,Logistic,1.0,0.95,0.954,6.455363835025866,1.2802845007629777,1000
-Linear,Logistic,2.0,0.9,0.905,5.366403391397197,1.2808554104576877,1000
-Linear,Logistic,2.0,0.95,0.959,6.3944640430685675,1.2808554104576877,1000
+LGBM,LGBM,0.0,0.9,0.912,8.657690136121921,2.0766319412395187,1000
+LGBM,LGBM,0.0,0.95,0.966,10.316274091547035,2.0766319412395187,1000
+LGBM,LGBM,1.0,0.9,0.914,38.23339285821166,9.215624563360903,1000
+LGBM,LGBM,1.0,0.95,0.968,45.55789754237906,9.215624563360903,1000
+LGBM,LGBM,2.0,0.9,0.892,37.49194764946096,9.579967156682399,1000
+LGBM,LGBM,2.0,0.95,0.952,44.67441108385784,9.579967156682399,1000
+LGBM,Logistic,0.0,0.9,0.905,5.625897101886533,1.3394682884395401,1000
+LGBM,Logistic,0.0,0.95,0.954,6.7036698705295725,1.3394682884395401,1000
+LGBM,Logistic,1.0,0.9,0.924,7.423300143143785,1.6934795137627252,1000
+LGBM,Logistic,1.0,0.95,0.969,8.84540769378873,1.6934795137627252,1000
+LGBM,Logistic,2.0,0.9,0.92,7.321275660150268,1.6614987784781958,1000
+LGBM,Logistic,2.0,0.95,0.969,8.723838024042964,1.6614987784781958,1000
+Linear,LGBM,0.0,0.9,0.9,5.498257423071024,1.31029551669494,1000
+Linear,LGBM,0.0,0.95,0.95,6.551577812380716,1.31029551669494,1000
+Linear,LGBM,1.0,0.9,0.948,10.700720020780512,2.129086745204649,1000
+Linear,LGBM,1.0,0.95,0.983,12.75069435099058,2.129086745204649,1000
+Linear,LGBM,2.0,0.9,0.933,7.513644049429104,1.6363093199303411,1000
+Linear,LGBM,2.0,0.95,0.967,8.953059097926168,1.6363093199303411,1000
+Linear,Logistic,0.0,0.9,0.903,5.335670092717667,1.2891894047808201,1000
+Linear,Logistic,0.0,0.95,0.953,6.357843058957276,1.2891894047808201,1000
+Linear,Logistic,1.0,0.9,0.909,5.417512107920403,1.280425961099752,1000
+Linear,Logistic,1.0,0.95,0.957,6.455363835025866,1.280425961099752,1000
+Linear,Logistic,2.0,0.9,0.906,5.366403391397197,1.2848482620218336,1000
+Linear,Logistic,2.0,0.95,0.957,6.3944640430685675,1.2848482620218336,1000

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,0.9,0.9063333333333333,28.21021843292038,7.1182934844676025,0.925,36.1943517986729,1000
-LGBM,LGBM,0.95,0.9583333333333334,33.61454856442563,7.1182934844676025,0.973,40.868020474452145,1000
-LGBM,Logistic,0.9,0.9153333333333333,6.789316986971467,1.5714825799469632,0.924,8.394070597867524,1000
-LGBM,Logistic,0.95,0.963,8.089970168806186,1.5714825799469632,0.959,9.592284619044477,1000
-Linear,LGBM,0.9,0.9266666666666666,7.903418354805325,1.726298806364679,0.939,9.850445774370156,1000
-Linear,LGBM,0.95,0.967,9.41750382912841,1.726298806364679,0.974,11.234392064837424,1000
-Linear,Logistic,0.9,0.904,5.372532806955153,1.2803595601237736,0.906,5.7964894175017925,1000
-Linear,Logistic,0.95,0.957,6.4017676921854445,1.2803595601237736,0.953,6.8182385960659,1000
+LGBM,LGBM,0.9,0.9066666666666666,28.21021843292038,7.119839221829945,0.926,36.1943517986729,1000
+LGBM,LGBM,0.95,0.958,33.61454856442563,7.119839221829945,0.973,40.868020474452145,1000
+LGBM,Logistic,0.9,0.9126666666666666,6.789316986971467,1.5728647486614322,0.922,8.394070597867524,1000
+LGBM,Logistic,0.95,0.9623333333333334,8.089970168806186,1.5728647486614322,0.96,9.592284619044477,1000
+Linear,LGBM,0.9,0.9273333333333333,7.903418354805325,1.7288071038696458,0.936,9.850445774370156,1000
+Linear,LGBM,0.95,0.9676666666666667,9.41750382912841,1.7288071038696458,0.974,11.234392064837424,1000
+Linear,Logistic,0.9,0.9046666666666666,5.372532806955153,1.282520026769876,0.902,5.7964894175017925,1000
+Linear,Logistic,0.95,0.9566666666666667,6.4017676921854445,1.282520026769876,0.953,6.8182385960659,1000

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,0.9,0.8885,37.87536523730769,9.786356896553793,0.898,44.828925781533165,1000
-LGBM,LGBM,0.95,0.9485,45.13128131893863,9.786356896553793,0.965,51.42387403222799,1000
-LGBM,Logistic,0.9,0.9275,5.725128733165455,1.2679354841429349,0.926,6.774304315459575,1000
-LGBM,Logistic,0.95,0.962,6.821911652197591,1.2679354841429349,0.961,7.7654094416927215,1000
-Linear,LGBM,0.9,0.958,7.430953406859927,1.5066894086042675,0.975,8.798628447594016,1000
-Linear,LGBM,0.95,0.9885,8.85452711998085,1.5066894086042675,0.992,10.090116294778499,1000
-Linear,Logistic,0.9,0.873,1.1425883251377777,0.29743753232068365,0.869,1.3505222299078565,1000
-Linear,Logistic,0.95,0.9335,1.3614779635902856,0.29743753232068365,0.916,1.5496710496635275,1000
+LGBM,LGBM,0.9,0.8885,37.87536523730769,9.789128946095584,0.898,44.828925781533165,1000
+LGBM,LGBM,0.95,0.9485,45.13128131893863,9.789128946095584,0.965,51.42387403222799,1000
+LGBM,Logistic,0.9,0.9275,5.725128733165455,1.2672671861927474,0.927,6.774304315459575,1000
+LGBM,Logistic,0.95,0.964,6.821911652197591,1.2672671861927474,0.963,7.7654094416927215,1000
+Linear,LGBM,0.9,0.958,7.430953406859927,1.5063983449119256,0.975,8.798628447594016,1000
+Linear,LGBM,0.95,0.989,8.85452711998085,1.5063983449119256,0.992,10.090116294778499,1000
+Linear,Logistic,0.9,0.8735,1.1425883251377777,0.2943500904699513,0.871,1.3505222299078565,1000
+Linear,Logistic,0.95,0.9355,1.3614779635902856,0.2943500904699513,0.92,1.5496710496635275,1000

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,2025-01-08 15:02:49,10054.695460557938,3.12.8
+0.10.dev0,irm_apo_coverage.py,2025-03-05 15:40:07,5746.482011318207,3.12.9