User Guide

• Installation
  • Using pip
• Evaluation
  • Key capabilities
    • Breast Cancer Classification and Evaluation
      • Features
      • Individual Metrics
      • Using MetricDict
      • Data Slicing
      • Intersectional slicing
      • Preparing Result
      • Fairness Evaluator
• Model Report
  • Overview
  • Dataset
  • Quantitative Analysis
  • Fairness Analysis
  • Model Details
  • Model Parameters
  • Considerations
    • Report Generation for Heart Failure Prediction
      • Create Model Card Report
      • Data Loading
      • Adding figures to report
        • Age distribution figure
        • Outcome distribution
      • Data Preprocessing
      • Create HuggingFace Dataset
      • Training
      • Evaluation
      • Data Slicing
        • Age distribution in test data
      • Logging metrics and results to report
      • Report Generation
        • ModelCard
        • Considerations
        • Exporting report
• Monitoring
  • Overview Performance
  • Subgroup Performance