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Update with augmented data (178 configs) + pairwise ranking model (71.3% hit rate)
491ec36 verified
network,n_samples,seed,n_variables,n_true_edges
asia,250,0,8,8
asia,250,1,8,8
asia,250,2,8,8
asia,500,0,8,8
asia,500,1,8,8
asia,500,2,8,8
asia,1000,0,8,8
asia,1000,1,8,8
asia,1000,2,8,8
asia,2000,0,8,8
asia,2000,1,8,8
asia,2000,2,8,8
asia,5000,0,8,8
asia,5000,1,8,8
asia,5000,2,8,8
asia,10000,0,8,8
asia,10000,1,8,8
asia,10000,2,8,8
cancer,250,0,5,4
cancer,250,1,5,4
cancer,250,2,5,4
cancer,500,0,5,4
cancer,500,1,5,4
cancer,500,2,5,4
cancer,1000,0,5,4
cancer,1000,1,5,4
cancer,1000,2,5,4
cancer,2000,0,5,4
cancer,2000,1,5,4
cancer,2000,2,5,4
cancer,5000,0,5,4
cancer,5000,1,5,4
cancer,5000,2,5,4
cancer,10000,0,5,4
cancer,10000,1,5,4
cancer,10000,2,5,4
earthquake,250,0,5,4
earthquake,250,1,5,4
earthquake,250,2,5,4
earthquake,500,0,5,4
earthquake,500,1,5,4
earthquake,500,2,5,4
earthquake,1000,0,5,4
earthquake,1000,1,5,4
earthquake,1000,2,5,4
earthquake,2000,0,5,4
earthquake,2000,1,5,4
earthquake,2000,2,5,4
earthquake,5000,0,5,4
earthquake,5000,1,5,4
earthquake,5000,2,5,4
earthquake,10000,0,5,4
earthquake,10000,1,5,4
earthquake,10000,2,5,4
sachs,250,0,11,17
sachs,250,1,11,17
sachs,250,2,11,17
sachs,500,0,11,17
sachs,500,1,11,17
sachs,500,2,11,17
sachs,1000,0,11,17
sachs,1000,1,11,17
sachs,1000,2,11,17
sachs,2000,0,11,17
sachs,2000,1,11,17
sachs,5000,0,11,17
sachs,5000,1,11,17
survey,500,0,6,6
survey,500,1,6,6
survey,1000,0,6,6
survey,1000,1,6,6
survey,2000,0,6,6
survey,2000,1,6,6
survey,5000,0,6,6
survey,5000,1,6,6
alarm,500,0,37,46
alarm,500,1,37,46
alarm,1000,0,37,46
alarm,1000,1,37,46
alarm,2000,0,37,46
alarm,2000,1,37,46
barley,500,0,48,84
barley,500,1,48,84
barley,1000,0,48,84
barley,1000,1,48,84
barley,2000,0,48,84
barley,2000,1,48,84
child,500,0,20,25
child,500,1,20,25
child,1000,0,20,25
child,1000,1,20,25
child,2000,0,20,25
child,2000,1,20,25
insurance,500,0,27,52
insurance,500,1,27,52
insurance,1000,0,27,52
insurance,1000,1,27,52
insurance,2000,0,27,52
insurance,2000,1,27,52
mildew,500,0,35,46
mildew,500,1,35,46
mildew,1000,0,35,46
mildew,1000,1,35,46
mildew,2000,0,35,46
mildew,2000,1,35,46
water,500,0,32,66
water,500,1,32,66
water,1000,0,32,66
water,1000,1,32,66
water,2000,0,32,66
water,2000,1,32,66
hailfinder,500,0,56,66
hailfinder,500,1,56,66
hailfinder,1000,0,56,66
hailfinder,1000,1,56,66
hepar2,500,0,70,123
hepar2,500,1,70,123
hepar2,1000,0,70,123
hepar2,1000,1,70,123
win95pts,500,0,76,112
win95pts,500,1,76,112
win95pts,1000,0,76,112
sachs_vs0,500,200,7,6
sachs_vs1,2000,201,7,8
alarm_vs0,500,200,24,19
alarm_vs1,500,201,29,26
child_vs0,1000,200,12,9
child_vs1,1000,201,14,16
insurance_vs0,500,200,17,11
insurance_vs1,500,201,21,34
water_vs0,2000,200,20,19
water_vs1,1000,201,21,32
barley_vs0,1000,200,30,25
barley_vs1,1000,201,34,47
mildew_vs0,1000,200,22,11
mildew_vs1,500,201,25,25
hailfinder_vs0,500,200,39,23
hailfinder_vs1,2000,201,44,41
hepar2_vs0,2000,200,45,46
hepar2_vs1,1000,201,45,52
asia_ss0,300,300,8,8
asia_ss1,750,301,8,8
asia_ss2,1500,302,8,8
asia_ss3,3000,303,8,8
cancer_ss0,300,300,5,4
cancer_ss1,750,301,5,4
cancer_ss2,1500,302,5,4
cancer_ss3,3000,303,5,4
earthquake_ss0,300,300,5,4
earthquake_ss1,750,301,5,4
earthquake_ss2,1500,302,5,4
earthquake_ss3,3000,303,5,4
sachs_ss0,300,300,11,17
sachs_ss1,750,301,11,17
sachs_ss2,1500,302,11,17
sachs_ss3,3000,303,11,17
survey_ss0,300,300,6,6
survey_ss1,750,301,6,6
survey_ss2,1500,302,6,6
survey_ss3,3000,303,6,6
alarm_ss0,300,300,37,46
alarm_ss1,750,301,37,46
alarm_ss2,1500,302,37,46
alarm_ss3,3000,303,37,46
child_ss0,300,300,20,25
child_ss1,750,301,20,25
child_ss2,1500,302,20,25
child_ss3,3000,303,20,25
asia_n0,1000,400,8,8
asia_n1,1000,401,8,8
sachs_n0,1000,400,11,17
sachs_n1,1000,401,11,17
survey_n0,1000,400,6,6
survey_n1,1000,401,6,6
cancer_n0,1000,400,5,4
cancer_n1,1000,401,5,4
earthquake_n0,1000,400,5,4
earthquake_n1,1000,401,5,4