ABBR Value Experiment Summary
Dataset: FICO
Seeds: 1 to 100
Confidence threshold: 0.9
Min rule support: 0.1
Max conditions per rule: 3

total_seeds: 100
successful_seeds: 100
failed_seeds: 0
abbr_rule_avg_train_consistency: 0.49852241638020295
abbr_rule_std_train_consistency: 0.045027171945308184
abbr_rule_avg_test_consistency: 0.495423584809261
abbr_rule_std_test_consistency: 0.05164685878602871
abbr_rule_avg_generalization_gap: 0.0030988315709418873
abbr_rule_std_generalization_gap: 0.02716635165312319
consistency_rule_avg_train_consistency: 0.5062408436966348
consistency_rule_std_train_consistency: 0.038631628272001235
consistency_rule_avg_test_consistency: 0.500691382340099
consistency_rule_std_test_consistency: 0.048163226627278045
consistency_rule_avg_generalization_gap: 0.005549461356535857
consistency_rule_std_generalization_gap: 0.02795760542284406
avg_generalization_gap_difference: 0.0024506297855939685
std_generalization_gap_difference: 0.022612400445840914
fraction_abbr_better: 0.19
avg_rules_generated: 2500.0
avg_rules_with_metrics: 2500.0
