Introduction to Data Mining

Chapter 4. Evaluation

4.1   Error and Error Rates
4.2   Precision and Recall
4.3   Similarity or Dissimilarity Measures
4.4   Error Evaluation/Estimation

4.4.1

  k-Fold Cross Validation
4.5   Presentation of Evaluation Results
4.6   Statistical Tests
  4.6.1

  Null Hypothesis and Alternate Hypothesis

4.6.2

  Type I and Type II errors

4.6.3   Students t-Test
4.6.4   Paired t-Test
4.6.5   Chi-Square Test
4.7   Chapter Quiz
4.8   Chapter Review Exercises

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