A Prediction-based Visual Approach for Cluster Exploration and Cluster Valadation by HOV3

Lecture slides:

• A Prediction-based Visual Approach for Cluster Exploration and Cluster Validation by HOV3
• Outline
• Cluster Analysis
• Visual Cluster Analysis
• Star Coordinates
• HOV3Technique
• M-HOV3 (Multiple HOV3)
• Predictive Cluster Exploration by M-HOV3 auto-mpg (8 attributes, 397 instances)
• Clustering Result by M-HOV3
• Cluster Exploration by HOV3 with Statistical Prediction
• Clustering Result by HOV3 with Statistical Prediction
• Cluster Exploration by HOV3 with Statistical Prediction
• Clustering Result by HOV3 with Statistical Prediction
• External Cluster Validation
• External Cluster Validation by HOV3
• References
• Questions

Author: Ke Bing Zhang, Macquarie University