List of Figures

| Table of Contents | List of Figures | List of Tables |

Figure 1-1. Sample Data Table

Figure 1-2. Data Mining Process

Figure 2-1. Tool Manager Login

Figure 2-2. Open Data File Window

Figure 2-3. Tool Manager Window

Figure 2-4. Record Viewer Display

Figure 2-5. Record Viewer Filter Panel

Figure 2-6. Numeric Column Displayed by the Statistics Visualizer

Figure 2-7. Discrete Column Displayed by the Statistics Visualizer

Figure 2-8. Data Destination Panel with the Statistics Visualizer Selected

Figure 2-9. Data Destination Panel with the Histogram Visualizer

Figure 2-10. 3D Visualizer Preferences Dialog

Figure 2-11. Multiple Visualizations in Viz Window

Figure 3-1. Data Transformations Pane

Figure 3-2. Add Column Dialog Box

Figure 3-3. Bin Columns Dialog Box

Figure 3-4. Advanced Binning Options Panel

Figure 3-5. Aggregate Dialog Box

Figure 3-6. Filter Dialog Box

Figure 3-7. Types Popup List

Figure 3-8. Sampling Dialog Box

Figure 3-9. View History Dialog Box

Figure 3-10. Column Importance Tab

Figure 3-11. Advanced Mode of Column Importance

Figure 4-1. Sample Scatter Visualizer Screen

Figure 4-2. Sample Splat Visualizer with One-dimensional Summary Slider

Figure 4-3. Data Destination Panel with the Scatter Visualizer Selected

Figure 4-4. Mapping Columns to Visual Elements for the Splat Visualizer

Figure 4-5. Adding an Integer Type Column for Mapping

Figure 4-6. Categorical Data in Splat Visualizer

Figure 4-7. Displayed Information about a Selected Entity

Figure 4-8. Manipulating the Pick Dragger Over Data

Figure 4-9. Example of Scatter Visualizer Tube Motion Trails

Figure 4-10. Splat Visualizer Animation Control Panel with Summary Window and Slider Control

Figure 4-11. Changed Visualization as a Result of Moving the Slider (Compare to Figure 4-2)

Figure 4-12. Scatter and Splat Visualizer View Menu

Figure 4-13. Scatter and Spat Visualizer Filter Panel

Figure 4-14. Scatter Visualizer Selection Menu

Figure 4-15. Scatter Visualizer Drill Through Dialog

Figure 4-16. Splat Visualizer Selection Menu

Figure 4-17. Wire-frame Boxes in Splat Visualization

Figure 4-18. Splat Visualizer Drill Through Dialog

Figure 5-1. Example Display in the Tree Visualizer's Main Window

Figure 5-2. Data Destination Panel of Tool Manager with Tree Visualizer Selected

Figure 5-3. Tree Visualizer's Initial View of Store Dataset

Figure 5-4. Highlighted Object and Its Underlying Information

Figure 5-5. Example of a Selected (Spotlighted) Object

Figure 5-6. Tree Visualizer's Overview Window

Figure 5-7. Sample Results of a Search in the Tree Visualizer

Figure 5-8. Tree Visualizer Marks Panel

Figure 5-9. Choose Mark Dialog Box

Figure 5-10. Main Window with Flags Representing Marks

Figure 6-1. Sample Map Visualizer with Geographic Shapes

Figure 6-2. Map Visualizer with Bar Charts of Relative Population on Geographic Outline

Figure 6-3. Sample Map Visualizer Showing the United States with Specific Endpoints

Figure 6-4. Aggregating in Map Visualizer

Figure 6-5. Mapping Columns to Visual Elements in Map Visualizer

Figure 6-6. Map Visualizer's Options Dialog Box

Figure 6-7. Population.usa.mapviz Example with the Year Slider at 1990

Figure 7-1. Evidence Visualization Generated by the Evidence Inducer for the Churn Dataset

Figure 7-2. Decision Tree Generated by the Decision Tree Inducer for Churn Dataset

Figure 7-3. Option Tree Generated by the Option Tree Inducer for the Cars Dataset

Figure 7-4. Decision Table Generated by the Decision Table Inducer for the Mushroom Dataset

Figure 7-5. Regression Tree Generated by the Regressor on the Adult Dataset

Figure 7-6. Iris Misclassification Example

Figure 7-7. Error Estimation Options with Holdout

Figure 7-8. Error Estimation Options With Cross-Validation

Figure 7-9. Learning Curve for Churn Dataset with Label Set to Churned

Figure 7-10. Learning Curve Options

Figure 7-11. Test and Apply Model Window: Selecting a Classifier

Figure 7-12. Apply Model Panel

Figure 8-1. Decision Tree for the Cars Dataset

Figure 8-2. Option Tree for the Cars Dataset

Figure 8-3. Regression Tree for the Adult Dataset

Figure 8-4. Tool Manager Data Destination Panel, Classify Tab

Figure 8-5. Decision Tree for Iris Dataset

Figure 9-1. Decision Table for the Mushroom Dataset

Figure 9-2. Data Destination Panel in Tool Manager Showing Classifiers

Figure 9-3. Decision Table Visualization of the Mushroom Dataset

Figure 9-4. Decision Table with Drill-Down on Mushroom Dataset

Figure 9-5. Close-up of Decision Table with Drill-Down

Figure 10-1. Evidence Visualizer Applied to the Iris Dataset

Figure 10-2. Evidence Visualizer Showing Probabilities

Figure 10-3. Tool Manager Data Destination Panel

Figure 10-4. Evidence Visualizer Cake Chart for the Churn Dataset

Figure 10-5. Mushroom Dataset in the Evidence Visualizer

Figure 10-6. Evidence Visualizer Pie Charts

Figure 10-7. Label Value “Japan” Selected Using the Cars Dataset

Figure 11-1. Test Model Panel

Figure 11-2. Fit Data to Model Panel

Figure 11-3. Confusion Matrix for the Mushroom Dataset

Figure 11-4. Classifier Options Pane Showing Confusion Matrix Checked

Figure 11-5. Confusion Matrix for Mushroom Dataset Showing Misclassifications

Figure 11-6. Loss Matrix Edit Pane

Figure 11-7. Confusion Matrix for the Mushroom Dataset with Loss Matrix

Figure 11-8. Lift Curve

Figure 11-9. Return on Investment Curve

Figure 12-1. Cluster Tab

Figure 12-2. Clustering Using Iterative K-Means

Figure 12-3. Cluster Visualizer Main Window

Figure 13-1. Detail View of the Association Rules Visualizer's Main Window

Figure 13-2. Initial Tool Manager Window for Association Generation

Figure 13-3. Association Rules Mappings

Figure 13-4. Initial Association Rules View when Specifying brand.rules.scatterviz

Figure 13-5. Cursor Over a Bar Representing a Rule

Figure 13-6. Initial Tool Manager Window Set Up for Multiway Association Generation