Code and Results for Chapter 2

• Problem Solutions
  • chap_2_prob_7.m (simple classification)
    
  • chap_2_prob_8.m (more simple classification)
    
  • chap_2_prob_12.m (a simple classification example)
    
  • chap_2_prob_13.m (another classification example)
    
  • prob_2_22_integration.nb (performs the needed integrations for this problem)
    
  • prob_2_25.nb (performs the needed integrations for this problem)
    
  • chap_2_prob_28.m (experiments with the EM algorithm)
    
  • chap_2_prob_30.m (nearest neighbors classification)
    
    • Nearest_Neighbor.m
      
    • mahalanobis.m
      
  • chap_2_prob_31.m (Parzen window density estimation)
    
  • chap_2_prob_32.m (k nearest neighbor density estimation)