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doc/whats_new/v0.22.rst
@@ -589,6 +589,9 @@ Changelog
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- |Feature| :func:`metrics.plot_precision_recall_curve` has been added to plot
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precision recall curves. :pr:`14936` by `Thomas Fan`_.
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+- |Feature| :func:`metrics.plot_confusion_matrix` has been added to plot
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+ confusion matrices. :pr:`15083` by `Thomas Fan`_.
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+
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- |Feature| Added multiclass support to :func:`metrics.roc_auc_score` with
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corresponding scorers `'roc_auc_ovr'`, `'roc_auc_ovo'`,
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`'roc_auc_ovr_weighted'`, and `'roc_auc_ovo_weighted'`.
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