ABBR Value Experiment - Comprehensive Report
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Generated: 2025-06-08 00:19:37
Total datasets tested: 6
Seeds per dataset: 5
Confidence threshold: 0.9
Min rule support: 0.1
Max conditions per rule: 3

DATASET SUMMARIES:
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RECIDIVISM:
  Success rate: 5/5
  ABBR generalization gap: -0.008 ± 0.024
  Consistency generalization gap: 0.002 ± 0.023
  Gap difference (Cons - ABBR): 0.010 ± 0.021
  Fraction ABBR better: 0.400
  Avg rules generated: 2500.0

DIABETES:
  Success rate: 5/5
  ABBR generalization gap: 0.005 ± 0.017
  Consistency generalization gap: 0.008 ± 0.015
  Gap difference (Cons - ABBR): 0.003 ± 0.007
  Fraction ABBR better: 0.200
  Avg rules generated: 2500.0

FICO:
  Success rate: 5/5
  ABBR generalization gap: -0.018 ± 0.028
  Consistency generalization gap: 0.000 ± 0.046
  Gap difference (Cons - ABBR): 0.018 ± 0.033
  Fraction ABBR better: 0.400
  Avg rules generated: 2500.0

SCHIZO:
  Success rate: 5/5
  ABBR generalization gap: -0.015 ± 0.026
  Consistency generalization gap: -0.025 ± 0.023
  Gap difference (Cons - ABBR): -0.010 ± 0.021
  Fraction ABBR better: 0.200
  Avg rules generated: 2500.0

ADULTS:
  Success rate: 5/5
  ABBR generalization gap: -0.006 ± 0.011
  Consistency generalization gap: 0.006 ± 0.020
  Gap difference (Cons - ABBR): 0.011 ± 0.026
  Fraction ABBR better: 0.600
  Avg rules generated: 2500.0

READMISSION:
  Success rate: 5/5
  ABBR generalization gap: -0.013 ± 0.014
  Consistency generalization gap: -0.012 ± 0.015
  Gap difference (Cons - ABBR): 0.000 ± 0.001
  Fraction ABBR better: 0.400
  Avg rules generated: 2500.0

OVERALL ANALYSIS:
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Average gap difference across datasets: 0.005
Average fraction ABBR better: 0.367
Datasets where ABBR is better on average: 5/6

FILES GENERATED:
- Detailed results: abbr_all_datasets_detailed_20250608_001753.csv
- Summary results: abbr_all_datasets_summary_20250608_001753.csv
- This report: abbr_all_datasets_report_20250608_001753.txt
