CRM Analytics Learning Days

Accuracy Precision - A Deeper Dive into Binary Classification Metrics

Topic: Accuracy Precision - A Deeper Dive into Binary Classification Metrics
Presented by: David Martin
September 2nd, 2021.
Description:
We will walk through the detailed calculations for Accuracy, Precision, and Recall manually for a deeper understanding of what they mean. We will discuss class imbalance and how these metrics might be misleading. Finally, we talk about Informedness, Markedness, and the MCC and the intuition behind them.