MineSet™User's Guide
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List of Figures

Figure 1-1. Tool Execution Sequence
Figure 3-1. The Tool Manager Startup Window
Figure 3-2. File Pulldown Menu
Figure 3-3. Open New Data File Dialog Box
Figure 3-4. Choosing New Database Table Dialog Box
Figure 3-5. Specifying Server Name, Login, and Password
Figure 3-6. Sample Dialog Box Listing Available DBMS Names/Vendors
Figure 3-7. Dialog Box After Selecting Informix or Sybase DBMS
Figure 3-8. SQL Query Dialog Box
Figure 3-9. The Data Transformations Panel
Figure 3-10. Bin Columns Dialog Box
Figure 3-11. Binning With Automatically Computed Thresholds
Figure 3-12. Aggregate Dialog Box
Figure 3-13. Filter Dialog Box
Figure 3-14. Change Types Dialog Box
Figure 3-15. Types Popup List
Figure 3-16. The Add Column Dialog Box
Figure 3-17. Sampling Dialog Box
Figure 3-18. Table History Buttons
Figure 3-19. View History Dialog Box
Figure 3-20. Zoom Buttons
Figure 3-21. Overview Button
Figure 3-22. Vertical/Horizontal View Button
Figure 3-23. Data Destination Panel
Figure 3-24. Columns Mapped to Requirements
Figure 3-25. The Associations Tab
Figure 3-26. The Column Importance Tab
Figure 3-27. Advanced Mode of Column Importance
Figure 3-28. The Data Files Panel
Figure 3-29. File Menu
Figure 3-30. View Menu
Figure 3-31. Sample Record Viewer Screen
Figure 3-32. Configuration Option With a Single Color Swatch
Figure 3-33. Color Browser
Figure 3-34. Multiple Colors Swatches
Figure 3-35. Scroll Arrows on Color Browser
Figure 3-36. Color Browser Out of Colors
Figure 4-1. Numeric Column Displayed by Statistics Visualizer
Figure 4-2. Discrete Column Displayed by Statistics Visualizer
Figure 4-3. File > Open Menu Selection for Statistics Visualizer
Figure 4-4. Data Destination Panel With Statistics Visualizer Selected
Figure 4-5. StatViz View Pulldown Menu
Figure 4-6. Statistics Visualizer Help Menu
Figure 5-1. Example Display in the Tree Visualizer's Main Window
Figure 5-2. Tree Visualizer's File Pulldown Menu
Figure 5-3. Data Destination Panel of Tool Manager With Tree Visualizer Selected
Figure 5-4. Tree Visualizer's Configuration Options Dialog Box
Figure 5-5. Tree Visualizer's Initial View When Specifying store.treeviz
Figure 5-6. A Highlighted Object and the Information It Represents
Figure 5-7. Example of a Selected (Spotlighted) Object
Figure 5-8. Example of the Square as Navigational Base
Figure 5-9. Tree Visualizer's External Button Controls
Figure 5-10. Tree Visualizer's Thumbwheels
Figure 5-11. Tree Visualizer's Height Slider
Figure 5-12. Tree Visualizer's File Pulldown Menu With Options
Figure 5-13. Tree Visualizer's Show Pulldown Menu With Options
Figure 5-14. Tree Visualizer's Overview Window
Figure 5-15. Tree Visualizer's Search Dialog Box
Figure 5-16. Sample Results of a Search in the Tree Visualizer
Figure 5-17. Detail of the Tree Visualizer's Search Dialog Box
Figure 5-18. Tree Visualizer's Filter Dialog Box
Figure 5-19. Tree Visualizer's Marks Panel
Figure 5-20. Window Resulting From Clicking Mark Button
Figure 5-21. Main Window With Flags Representing Marks
Figure 5-22. Tree Visualizer's Display Menu
Figure 5-23. Tree Visualizer's Selection Menu
Figure 5-24. Tree Visualizer's Go Pulldown Menu
Figure 5-25. Tree Visualizer's Help Pulldown Menu
Figure 5-26. Representation of a Null Value Mapped to Height, Color, Disk, and Label
Figure 6-1. Sample Map Visualizer Screen Showing 1990 U.S. Population
Figure 6-2. Sample Map Visualizer Screen Showing Relative Population of Major U.S. Cities
Figure 6-3. Sample Map Visualizer Screen Showing the United States With Specific Endpoints
Figure 6-4. Map Visualizer's Startup Screen, With File Pulldown Menu Selected
Figure 6-5. Data Destination Panel, With Map Visualizer Selected
Figure 6-6. Map Visualizer's Options Dialog Box
Figure 6-7. Population.usa.mapviz Example With the Slider Moved to 1990
Figure 6-8. Highlighted Information in the Viewing Window and Selected Information
Figure 6-9. Detail View of Top Right Buttons
Figure 6-10. Lower Half of Window With Thumbwheels
Figure 6-11. Map Visualizer's Summary Window With Slider and Animation Controls
Figure 6-12. Map Visualizer's Summary Window With One Slider and Animation Controls
Figure 6-13. If There Are No Independent Dimensions, No Animation Control Panel Appears
Figure 6-14. Map Visualizer's View Pulldown Menu
Figure 6-15. Map Visualizer Filter Panel
Figure 6-16. Map Visualizer Selections Menu
Figure 6-17. Map Visualizer's InterTool Pulldown Menu
Figure 6-18. Representation of a Null Value Mapped to Height (Top Middle Object) and to Color (Bottom Right Object)
Figure 7-1. Sample Scatter Visualizer Screen
Figure 7-2. Scatter Visualizer Start-Up File Pulldown Menu Selected
Figure 7-3. Data Destination Panel With Scatter Visualizer Selected
Figure 7-4. Scatter Visualizer's Options Dialog Box
Figure 7-5. Initial View When Specifying company.scatterviz
Figure 7-6. Displayed Information When Cursor is Over a Selected Entity
Figure 7-7. Animation Control Panel With Summary Window and Both Slider Controls
Figure 7-8. Animation Control Panel With Summary Window and One Slider Control
Figure 7-9. Scatter Visualizer With No Independent Dimension or Animation Control Panel
Figure 7-10. Scatter Visualizer View Menu
Figure 7-11. Scatter Visualizer Filter Panel
Figure 7-12. The Scatter Visualizer Selections Menu
Figure 8-1. Sample Splat Visualizer With One Slider Control
Figure 8-2. Shape of Opacity Function For Low and High Values of u
Figure 8-3. Image Where u = 5.3, and u = 30
Figure 8-4. Data Destination Panel With Splat Visualizer Selected
Figure 8-5. Splat Visualizer's Options Dialog Box
Figure 8-6. Pick Dragger Over Data
Figure 8-7. Animation Control Panel With Summary Window and Both Slider Controls
Figure 8-8. Splat Visualizer Without Independent Dimension or An Animation Control Panel
Figure 8-9. Changed Visualization as a Result of Moving the Slider (Compare to Figure 8-1)
Figure 8-10. Splat Visualizer View Menu
Figure 8-11. Splat Visualizer Filter Panel
Figure 8-12. The Splat Visualizer's Selection Menu
Figure 8-13. Image With Fixed Selection Box (Gray) and Active Selection Box (Yellow)
Figure 9-1. Execution Sequence of the Rules Visualizer
Figure 9-2. Detail View of the Rules Visualizer's Main Window
Figure 9-3. Initial Tool Manager Window for Association Generation
Figure 9-4. Association Rule Options Dialog Box
Figure 9-5. Association Mappings Dialog Box
Figure 9-6. Rule Visualizer Options Dialog Box
Figure 9-7. The Rules Visualizer's Mappings Panel
Figure 9-8. Initial Rules Visualizer View When Specifying group.ruleviz
Figure 9-9. Cursor Over a Rules Visualizer Object
Figure 9-10. Rules Visualizer's Height Slider
Figure 9-11. Rules Visualizer File Menu
Figure 9-12. Rules Visualizer Filter Panel
Figure 9-13. Rules Visualizer View Menu
Figure 10-1. The Decision Tree Generated by the Decision Tree Inducer for Churn Dataset
Figure 10-2. The Option Tree Generated by the Option Tree Inducer for the Cars Dataset
Figure 10-3. Results of Evidence Inducer for Iris Dataset
Figure 10-4. Method for Building a Classifier
Figure 10-5. Using a Classifier to Label New Records
Figure 10-6. Tool Execution Sequence for Classifiers
Figure 10-7. Sample Records From a Training Set
Figure 10-8. Iris Dataset Misclassification, Example 1
Figure 10-9. Iris Dataset Misclassification, Example 2
Figure 10-10. Estimating the Classifier's Accuracy
Figure 10-11. Classifier Cross-Validation (k=3)
Figure 10-12. Confusion Matrix for Iris Dataset
Figure 10-13. Lift Curve for the Churn Dataset
Figure 10-14. Learning Curve for the Churn Dataset
Figure 10-15. Learning Curve for the Adult Dataset With Label Set to Gross Income Binned at $50,000
Figure 10-16. Confusion Matrix for the Mushroom Dataset Using Defaults Settings
Figure 10-17. Confusion Matrix for the Mushroom Dataset With Loss Matrix
Figure 10-18. Confusion Matrix for the Mushroom Dataset With Loss Matrix Allowing Unknown Predictions
Figure 10-19. Options for Running the Inducer
Figure 10-20. Error Estimation Options With Holdout
Figure 10-21. Error Estimation Options With Cross Validation
Figure 10-22. Backfitting, Confusion Matrices, Lift Curve, and ROI Curve Options
Figure 10-23. ROI Option for Generating a Return on Investment Curve
Figure 10-24. Enabling Loss Matrices and Setting the Weight Attribute
Figure 10-25. Learning Curve Options
Figure 10-26. The Status Window
Figure 10-27. The Test and Apply Model Dialog Box: Selecting a Classifier
Figure 10-28. The Apply Model Panel
Figure 10-29. The Test Model Panel
Figure 10-30. The Fit Data to Model Panel
Figure 11-1. Decision Tree for the Iris Dataset
Figure 11-2. Data Destination Panel in Tool Manager Showing Classifiers
Figure 11-3. Further Inducer Options
Figure 11-4. Tree Visualizer's Search Dialog Box
Figure 12-1. Option Decision Tree for the Cars Dataset
Figure 12-2. Data Destination Panel in Tool Manager Showing Classifiers
Figure 12-3. Further Inducer Options
Figure 13-1. The Evidence Visualizer Applied to the Iris Dataset
Figure 13-2. Evidence Visualizer Showing Probabilities
Figure 13-3. Selecting sepal length < 5.45 and sepal width > 3.05 Using the Iris Dataset
Figure 13-4. Selecting Two Contradictory Pies Results in a Gray Pie on the Right
Figure 13-5. Veil-Color Attribute in the Mushroom Dataset
Figure 13-6. File > Open Menu Selection
Figure 13-7. Tool Manager With Data Destination Panel Showing Classifiers
Figure 13-8. Classification Options Dialog Box Without Accuracy Estimate
Figure 13-9. Evidence Visualizer Window for cars.eviviz
Figure 13-10. Label Value “Japan” Selected Using the Cars Dataset
Figure 13-11. Loss Matrix to Avoid Predicting Poisonous Mushrooms as Being Edible
Figure 13-12. Loss Matrix Applied to Probabilities in the Label Probability Pane
Figure 13-13. Pie Charts With the First Binned Range of weightlbs Highlighted
Figure 13-14. Bar Chart With a Range Selected
Figure 13-15. Iris Dataset With the Value petal width .75 - 1.65 Selected
Figure 13-16. Bars Showing Evidence For iris-virginica
Figure 13-17. Bars Showing Evidence Against iris-virginica
Figure 13-18. Evidence Visualizer Height Scale Slider
Figure 13-19. Evidence Visualizer Detail Slider
Figure 13-20. Evidence Visualizer Percent Weight Threshold Slider.
Figure 13-21. Evidence Visualizer's View Menu
Figure 13-22. Evidence Visualizer's Nominal Order Menu
Figure 13-23. Evidence Visualizer's Selection Menu
Figure 13-24. Filtered Adult Dataset With Multiple Selection
Figure 14-1. Decision Table for the Mushroom Dataset
Figure 14-2. Decision Table for the Mushroom Dataset, Showing Drill-Down
Figure 14-3. Mushroom Dataset Close-Up of “odor=none and spore-print-color=white”
Figure 14-4. Data Destination Panel in Tool Manager Showing Classifiers
Figure 14-5. Further Inducer Options
Figure 14-6. Decision Table Showing Classifier Induced From adult94 Dataset
Figure 14-7. Example of Making Multiple Selections
Figure 14-8. Decision Table Visualizer's View Menu
Figure 14-9. Decision Table Visualizer's Nominal Order Menu
Figure 14-10. Decision Table Visualizer's Selection Menu
Figure 14-11. Drilling Down on the Churn Dataset
Figure 14-12. Decision Table Visualizer Using the Adult Dataset
Figure 14-13. Closer Inspection of the Adult Dataset
Figure 15-1. Regression Tree for the Adult Dataset
Figure 15-2. Data Destination Panel in Tool Manager Showing Regressors
Figure 15-3. Further Inducer Options
Figure 16-1. Clustering Visualization on Adult Dataset
Figure 16-2. The Clustering Tab
Figure 16-3. Clustering Using Iterative K-Means
Figure 16-4. Clustering Options Dialog Box
Figure 16-5. Cluster Visualizer Main Window
Figure 17-1. The Column Importance Tab
Figure 17-2. Advanced Mode of Column Importance
Figure 18-1. Table of Values for Selected Objects

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