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Data Discretization Methods

  • Typical methods: All the methods can be applied recursively
    • Binning
      • Top-down split, unsupervised
    • Histogram analysis
      • Top-down split, unsupervised
    • Clustering analysis (unsupervised, top-down split or bottom-up merge)
    • Decision-tree analysis (supervised, top-down split)
    • Correlation (e.g., X^2) analysis (unsupervised, bottom-up merge)

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