Evaluating Machine Learning Models

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• Evaluation - Measures
• Automated Machine Learning (AML) - AutoML
• Principal Component Analysis (PCA)
• Feature Exploration/Learning
• Recursive Feature Elimination (RFE)
• Cross-Validation
• Evaluating ML Models | Amazon Web Services
  • Binary Model Insights | AWS
  • Multiclass Model Insights | AWS
  • Regression Model Insights | AWS
• Evaluation Alerts | AWS
• Overfitting Challenge