Stability and Robustness Evaluation for Machine Learning Models


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Documentation for package ‘TrustworthyMLR’ version 0.1.0

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classification_stability Stability Index for Classification Models
plot_robustness Plot Robustness Decay Curve
plot_stability Plot Stability of Model Predictions
robustness_score Robustness Score Under Input Perturbation
stability_index Stability Index for Model Predictions