tasks/computer_science.deployment_prediction_sets__seed31415/reference/baseline_audit.csv

policy,overall_risk,worst_hidden_stratum_risk,worst_proxy_stratum_risk,mean_set_size,p90_set_size,overall_risk_excess,hidden_risk_excess,proxy_risk_excess,edge_strategy,ranker,top_k_by_bin,shortcut_status,top_bottom_by_group
reference_proxy_label_thresholds,0.020767425139570295,0.035857983460559795,0.06424134036144578,5.658433429199797,8.0,0.0,0.0,0.0,,,,,
top_1,0.7494850702080866,1.1560148261758691,1.118973829201102,1.0,1.0,0.6410850702080866,1.047614826175869,1.010573829201102,,,,,
top_2,0.701831331416004,1.121963190184049,1.0840736914600553,2.0,2.0,0.593431331416004,1.013563190184049,0.9756736914600552,,,,,
top_3,0.6760996447301642,1.0910812883435583,1.049609733700643,3.0,3.0,0.5676996447301641,0.9826812883435583,0.9412097337006429,,,,,
top_6_large_fixed,0.2599919641346642,0.42685582822085893,0.41418732782369144,6.0,6.0,0.1515919641346642,0.31845582822085894,0.30578732782369145,,,,,
all_labels,0.0,0.0,0.0,9.0,9.0,0.0,0.0,0.0,,,,,
global_single_threshold,0.09053142446286584,0.1465260736196319,0.13829201101928373,5.50600575198782,8.0,0.0,0.03812607361963191,0.029892011019283737,,,,,
max_score_bins_topk,0.6751818643207579,1.0937423312883434,1.0519972451790633,1.5582811706986974,3.0,0.5667818643207578,0.9853423312883434,0.9435972451790633,,,,,
adaptive_max_score_topk_best,0.053405726611402464,0.08152351738241308,0.07962006427915519,6.570969379123667,8.0,0.0,0.0,0.0,pooled_quantile_5,raw_score,8 8 8 6 1,passes,
adaptive_cost_score_topk_best,0.06411774657418373,0.10028629856850715,0.09652777777777778,6.350702080866181,8.0,0.0,0.0,0.0,pooled_quantile_5,score_times_label_cost,8 8 7 6 1,passes,
adaptive_max_entropy_top_bottom_best,0.07276581796650312,0.12017893660531699,0.11325183654729111,4.433598375909321,6.0,0.0,0.011778936605316995,0.0048518365472911135,,raw_score,,fails,1:2+0@cal0.000 2:2+0@cal0.000 3:2+0@cal0.031 4:5+0@cal0.045 6:2+0@cal0.000 7:1+0@cal0.077 8:1+5@cal0.046 9:1+5@cal0.048 11:1+0@cal0.016 12:1+5@cal0.052 13:1+5@cal0.060 15:1+0@cal0.020 16:5+0@cal0.079 17:1+5@cal0.102 20:1+0@cal0.005 21:1+0@cal0.089
adaptive_top_label_entropy_top_bottom_best,0.0843279478937574,0.1309381390593047,0.1277720385674931,4.6856707832854,7.0,0.0,0.022538139059304713,0.019372038567493116,,raw_score,,fails,0:1+0@cal0.000 1:1+0@cal0.000 2:1+0@cal0.000 3:1+0@cal0.000 4:2+0@cal0.000 5:1+0@cal0.013 6:5+0@cal0.078 7:1+5@cal0.058 8:1+5@cal0.053 9:1+7@cal0.048 10:1+0@cal0.010 11:6+0@cal0.034 12:1+5@cal0.058 13:1+5@cal0.047 14:8+0@cal0.020 15:1+0@cal0.000 16:1+0@cal0.043 17:2+0@cal0.000 18:2+0@cal0.023 19:2+0@cal0.015 20:1+0@cal0.000 21:1+0@cal0.018 22:1+0@cal0.087 23:1+0@cal0.106 24:2+0@cal0.049 25:1+0@cal0.011 26:5+0@cal0.056 27:1+5@cal0.055 28:1+5@cal0.069 29:7+0@cal0.063 30:1+0@cal0.011 31:1+0@cal0.008 32:2+0@cal0.000 33:2+0@cal0.000 34:2+0@cal0.040 35:1+0@cal0.000 36:1+0@cal0.080 37:6+0@cal0.063 38:2+3@cal0.080 39:4+0@cal0.065 40:1+0@cal0.000 41:5+0@cal0.097 42:1+5@cal0.106 43:1+5@cal0.085 44:7+0@cal0.103
adaptive_feature_entropy_top_bottom_best,0.07704385890712231,0.10853783231083844,0.09668847566574838,5.002368465572661,8.0,0.0,0.00013783231083844272,0.0,,raw_score,,fails,0:1+0@cal0.000 1:6+0@cal0.073 2:1+5@cal0.089 3:1+5@cal0.088 4:8+0@cal0.030 5:1+0@cal0.049 6:6+0@cal0.039 7:1+5@cal0.050 8:1+5@cal0.051 9:8+0@cal0.014 10:1+0@cal0.000 11:3+0@cal0.104 12:1+5@cal0.085 13:2+4@cal0.099 14:7+0@cal0.039 15:1+0@cal0.002 16:1+0@cal0.025 17:2+0@cal0.012 18:2+0@cal0.046 19:2+0@cal0.039
adaptive_cost_feature_entropy_top_bottom_best,0.08785632718660123,0.13669989775051128,0.11933252984389348,5.143799695482998,7.0,0.0,0.028299897750511283,0.01093252984389348,,score_times_label_cost,,fails,0:1+0@cal0.000 1:6+0@cal0.034 2:1+6@cal0.096 3:1+6@cal0.102 4:7+0@cal0.104 5:1+0@cal0.049 6:6+0@cal0.033 7:1+6@cal0.048 8:1+6@cal0.062 9:7+0@cal0.106 10:1+0@cal0.000 11:3+0@cal0.104 12:6+0@cal0.079 13:2+5@cal0.058 14:6+0@cal0.091 15:1+0@cal0.002 16:1+0@cal0.025 17:2+0@cal0.012 18:2+0@cal0.046 19:2+0@cal0.035
score_only_calibrated_aps_top_label,0.08519391811876163,0.13805725971370145,0.1294163223140496,4.721705295212316,7.0,0.0,0.02965725971370145,0.021016322314049596,,softmax_recalibrated_raw_plus_log_scores,aps_threshold_by_calibrated_top_label,fails,
single_feature_topk_rule,0.6339250972762646,0.9769555214723926,0.9375975665748394,3.000169176112333,4.0,0.5255250972762646,0.8685555214723926,0.8291975665748395,,,,,