Comprehensive Guide to Evaluating Machine Learning Algorithms with Python: Metrics and Code Examples

Article Outline

1. Introduction
2. Classification Metrics
3. Regression Metrics
4. Clustering Metrics
5. Ranking Metrics
6. Model Selection and Cross-Validation
7. Advanced Topics in Model Evaluation
8. Tools and Libraries in Python for Model Evaluation
9. Best Practices for Model…