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ID3’s Inductive Bias
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ID3 searches a complete hypothesis search.
- It searches incompletely through this space, from simple to complex hypotheses, until its termination condition is met.
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Termination condition: Discovery of a hypothesis consistent with the data
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ID3’s inductive bias is a preference bias (it prefers certain hypotheses over others).
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Alternatively: A restriction bias categorically restricts considered hypotheses.
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