Classification and Regression

• 03.1. Introduction to Classification

  • Notes 03-1: Introduction to Classification (pdf, docx)

• 03.2. Distance-Based Classification

  • Notes 03-2: Distance-Based Classification (pdf, docx)

• 03.3. Overfitting

  • Notes 03-3: Overfitting

• 03.4. Confusion Matrix

  • Notes 03-4: Confusion Matrix (pdf, docx)

• 03.5. ROC Graph

  • Notes 03-5: ROC Graph

• 03.6. Regression

  • Notes 03-6: Regression (pdf, docx)

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