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mikropml 1.5.0

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@kelly-sovacool kelly-sovacool released this 16 Jan 22:06
  • New example showing how to plot feature importances in the parallel vignette (#310, @kelly-sovacool).
  • You can now use parRF, a parallel implementation of the rf method, with
    the same default hyperparameters as rf set automatically (#306, @kelly-sovacool).
  • New functions to calculate and plot ROC and PRC curves: (#321, @kelly-sovacool)
    • calc_model_sensspec() - calculate sensitivity, specificity, and precision for a model.
    • calc_mean_roc() & plot_mean_roc() - calculate & plot specificity and mean sensitivity for multiple models.
    • calc_mean_prc() & plot_mean_prc() - calculate & plot recall and mean precision for multiple models.

Full Changelog: v1.4.0...v1.5.0