From 18c53c42c71610e2ac2d16670e411bf7c25c81fc Mon Sep 17 00:00:00 2001 From: Kelly Sovacool Date: Sat, 7 Jan 2023 16:59:28 -0500 Subject: [PATCH] Add PR #321 to NEWS --- NEWS.md | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/NEWS.md b/NEWS.md index 0c278d72..0f6e4eec 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,8 +1,12 @@ # mikropml development version -- Created an example showing how to plot feature importances in the `parallel` vignette (#310, @kelly-sovacool). +- 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. # mikropml 1.4.0