mikropml 1.5.0
- New example showing how to plot feature importances in the
parallel
vignette (#310, @kelly-sovacool). - You can now use
parRF
, a parallel implementation of therf
method, with
the same default hyperparameters asrf
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