From d9ce043ba81b8ece296a6797f7454e6beadf1ae7 Mon Sep 17 00:00:00 2001 From: Umar Farooq Ghumman <46414488+mail4umar@users.noreply.github.com> Date: Fri, 7 Jul 2023 14:17:51 -0500 Subject: [PATCH] Update change log (#667) * Update change_log_v1.0.0-beta.md * Update change_log_v1.0.0-beta.md * Update change_log_v1.0.0-beta.md * Update change_log_v1.0.0-beta.md --- change_logs/change_log_v1.0.0-beta.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/change_logs/change_log_v1.0.0-beta.md b/change_logs/change_log_v1.0.0-beta.md index 719981879..6af628fcd 100644 --- a/change_logs/change_log_v1.0.0-beta.md +++ b/change_logs/change_log_v1.0.0-beta.md @@ -26,6 +26,9 @@ This release contains some major changes, including: - VerticaPy now supports the KPrototypes algorithm. - New function for finding the feature importance for XGBoost models. - Classification metrics are now available for multiclass data/model using three methods: micro, macro, and weighted. + - average_precision_score is another new metric that is added to classification metrics. + - roc_auc and prc_auc now work for multi-class classification using different averaging techniques stated above. + - Model names are now optional - `vDataFramesSQL` is deprecated. Now, `vDataFrame` can be used directly to create `vDataFrame`s from SQL. For example: