Classification Models, Machine Learning - Data MiningLeave a comment

Binary Classification Evaluation Summary

January 15, 2020July 31, 2020 Tung.M.Phung

This article attempts to summarize the popular evaluation metrics for binary classification problems. Continue reading Binary Classification Evaluation Summary

Classification Models, Machine Learning - Data MiningLeave a comment

Precision-Recall curve: an overview

January 12, 2020July 31, 2020 Tung.M.Phung

We introduce an alternative for the ROC: the Precision-Recall curve (PR-curve), which is a more reliable measurement for the cases when Positive samples are rare. Continue reading Precision-Recall curve: an overview

Classification Models, Machine Learning - Data MiningLeave a comment