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The rest of text classification

  • Today:

    • Vector space methods for Text Classification

      • Vector space classification using centroids (Rocchio)

      • K Nearest Neighbors

      • Decision boundaries, linear and nonlinear classifiers

      • Dealing with more than 2 classes

  • Later in the course

    • More text classification

      • Support Vector Machines

      • Text-specific issues in classification

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