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Hypothesis Space Search in Decision Tree Learning

  • ID3 performs a simple-to-complex hill-climbing search through the space of possible decision trees (the hypothesis search).
  • Start: empty tree; progressively more elaborate hypotheses in search of a decision tree are tested.

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