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

Posted in Science on September 04, 2008


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

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Tags: Science, Lectures, Computer Science, Clustering, Machine Learning, VideoLectures.Net