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0.5.2

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@github-actions github-actions released this 12 Jan 22:27
· 192 commits to main since this release
  • Allow savings_score and expected_savings_score
    to calculate the savings score over the baseline model instead of a naive model,
    by setting the y_pred_baseline and y_proba_baseline parameters, respectively.
  • Reworked the user guide documentation to better explain the usage of value-driven
    and cost-sensitive models, samplers and metrics
  • CSLogitClassifier and ProfLogitClassifier
    by default do not perform soft-thresholding on the regression coefficients.
    This can be enabled by setting the soft_threshold parameter to True.
  • Prevent division by zero errors in expected_cost_loss

Full Changelog: 0.5.1...0.5.2