Model Metrics

Getting Started

  • Welcome to the Model Metrics Python Library Documentation!

Performance Assessment

  • Model Performance Summaries
  • Lift Charts
  • Gain Charts
  • ROC AUC Curves
  • Precision-Recall Curves
  • Confusion Matrix Evaluation
  • Calibration Curves
  • Threshold Metric Curves
  • Residual Diagnostics

Partial Dependence

  • Partial Dependence Plots

Conceptual Notes

  • Interpretive Context
  • Binary Classification Outputs
  • Threshold Selection logic
  • Calibration Trade-offs
  • Lift: Mathematical Definition
  • Gain: Mathematical Definition
  • Partial Dependence Foundations
  • Regression Outputs

Model Training Overview

  • Adult Income Dataset

About Model Metrics

  • Acknowledgements
  • Contributors/Maintainers
  • Citing Model Metrics
  • Changelog
  • References
Model Metrics
  • Search

© Copyright 2025, Leonid Shpaner.

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