ensemble :: concat_all_layers_auc = 0.9862
ensemble :: concat_all_layers_hi = 0.9956
ensemble :: concat_all_layers_lo = 0.9739
ensemble :: concat_top5_informat_auc = 0.9783
ensemble :: concat_top5_informat_hi = 0.9914
ensemble :: concat_top5_informat_lo = 0.9609
ensemble :: perlayer_score_mean_auc = 0.9438
ensemble :: perlayer_score_mean_hi = 0.9643
ensemble :: perlayer_score_mean_lo = 0.9199
matrix :: diag_max = 0.9817
matrix :: global_max = 0.9971
matrix :: global_max_test_layer = 22
matrix :: global_max_train_layer = 20
matrix :: offdiag_max = 0.9971
summary :: best_a2c_auc = 0.9817
summary :: best_a2c_layer = 20
summary :: best_arith_informat_auc = 0.9973
summary :: best_c2a_auc = 0.8280
summary :: best_c2a_layer = 27
summary :: best_ensemble_a2c_auc = 0.9862
summary :: best_ensemble_minus_published_cross = 0.3372
summary :: published_blackbox_cross = 0.6490
summary :: published_blackbox_informat = 0.9683
verdict :: best_cross_vs_informat_ceiling_gap = 0.0111