Most Specific Hypothesis

A Most Specific Hypothesis is a hypothesis that covers none of the negative examples of any general hypotheses.

• AKA: Maximally Specific Hypothesis.
  • …
• Counter-Example(s):
  • Most General Hypothesis.
• See: Learning as Search, Statistical Hypothesis.

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References

2017

• (Sammut & Webb, 2017) ⇒ Claude Sammut, and Geoffrey I. Webb. (2017). “Most Specific Hypothesis”. In: (Sammut & Webb, 2017).
  • QUOTE: A hypothesis, h, is a most specific hypothesis if it covers none of the negative examples and there is no other hypothesis h' that covers no negative examples, such that h is strictly more general than h'.

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