ABBR Value Experiment Summary
Dataset: Diabetes
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: 0.5979204096698573
abbr_rule_std_train_consistency: 0.03956592423475935
abbr_rule_avg_test_consistency: 0.5985014080484024
abbr_rule_std_test_consistency: 0.03934253878303282
abbr_rule_avg_generalization_gap: -0.00058099837854508
abbr_rule_std_generalization_gap: 0.015350389746226916
consistency_rule_avg_train_consistency: 0.6009679182843526
consistency_rule_std_train_consistency: 0.03696806599679438
consistency_rule_avg_test_consistency: 0.6009286605719893
consistency_rule_std_test_consistency: 0.03636739704898028
consistency_rule_avg_generalization_gap: 3.925771236315378e-05
consistency_rule_std_generalization_gap: 0.015590002711886958
avg_generalization_gap_difference: 0.0006202560909082339
std_generalization_gap_difference: 0.006521271303812232
fraction_abbr_better: 0.12
avg_rules_generated: 2500.0
avg_rules_with_metrics: 2500.0
