ABBR Value Experiment - Comprehensive Report
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Generated: 2025-06-08 00:17:48
Total datasets tested: 6
Seeds per dataset: 2
Confidence threshold: 0.9
Min rule support: 0.1
Max conditions per rule: 3

DATASET SUMMARIES:
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RECIDIVISM:
  Success rate: 2/2
  ABBR generalization gap: 0.002 ± 0.024
  Consistency generalization gap: 0.024 ± 0.007
  Gap difference (Cons - ABBR): 0.022 ± 0.031
  Fraction ABBR better: 0.500
  Avg rules generated: 2500.0

DIABETES:
  Success rate: 2/2
  ABBR generalization gap: 0.013 ± 0.022
  Consistency generalization gap: 0.013 ± 0.022
  Gap difference (Cons - ABBR): 0.000 ± 0.000
  Fraction ABBR better: 0.000
  Avg rules generated: 2500.0

FICO:
  Success rate: 2/2
  ABBR generalization gap: -0.039 ± 0.039
  Consistency generalization gap: -0.002 ± 0.091
  Gap difference (Cons - ABBR): 0.037 ± 0.052
  Fraction ABBR better: 0.500
  Avg rules generated: 2500.0

SCHIZO:
  Success rate: 2/2
  ABBR generalization gap: -0.011 ± 0.038
  Consistency generalization gap: -0.013 ± 0.035
  Gap difference (Cons - ABBR): -0.002 ± 0.003
  Fraction ABBR better: 0.000
  Avg rules generated: 2500.0

ADULTS:
  Success rate: 2/2
  ABBR generalization gap: -0.009 ± 0.010
  Consistency generalization gap: 0.025 ± 0.018
  Gap difference (Cons - ABBR): 0.034 ± 0.028
  Fraction ABBR better: 1.000
  Avg rules generated: 2500.0

READMISSION:
  Success rate: 2/2
  ABBR generalization gap: -0.000 ± 0.002
  Consistency generalization gap: 0.001 ± 0.003
  Gap difference (Cons - ABBR): 0.001 ± 0.001
  Fraction ABBR better: 1.000
  Avg rules generated: 2500.0

OVERALL ANALYSIS:
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Average gap difference across datasets: 0.015
Average fraction ABBR better: 0.500
Datasets where ABBR is better on average: 4/6

FILES GENERATED:
- Detailed results: abbr_all_datasets_detailed_20250608_001706.csv
- Summary results: abbr_all_datasets_summary_20250608_001706.csv
- This report: abbr_all_datasets_report_20250608_001706.txt
