EE4389/8591: Software

Professor Cherkassky, University of Minnesota

Clustering and dimensionality reduction

  • Generalized Lioyd Algorithm (GLA) or K-Means Clustering

Classification

  • K Nearest Neighbor Classification (kNN)

  • Fischer's Linear Discriminant Analysis (FDA)

  • Classification and Regression Trees (CART)

    • available in Matlab

Regression

  • Classification and Regression Trees (CART)

    • available in Matlab

Documentation