List of Figures

• 1-1 The Data Mining Process
• 2-1 An Oracle Data Miner Workflow
• 4-1 Linear Regression With a Single Predictor
• 4-2 Nonlinear Regression With a SIngle Predictor
• 5-1 Confusion Matrix for a Binary Classification Model
• 5-2 Positive and Negative Predictions
• 5-3 Cost Matrix
• 8-1 Transactional Data
• 11-1 Sample Decision Tree Rule
• 11-2 Sample Decision Tree
• 16-1 Conditional Probabilities in Bayes' Theorem