Model Evaluation & Metrics

A model is only as good as its measurement. Learn accuracy, precision, recall, F1, ROC-AUC, and how to diagnose overfitting and underfitting.

Learning Objectives

• →Construct and interpret a confusion matrix
• →Compute precision, recall, and F1 score
• →Plot and interpret ROC curves
• →Detect overfitting via train/val gap

Practice