Evaluation for Machine Learning Models

Evaluation for Machine Learning models.

• Performance Evaluation Metrics
• error rate
• Holdout Method
• K-Fold Cross Validation
• LOOCV
• Model Selection
• Loss Function
  • Generalization Loss
  • Empirical Loss