Language Bias

A Language Bias is a hypotheses language set employed by a learning system.

• Example(s):
  • …
• Counter-Example(s):
  • Bias Specification Language,
• See: Learning as Search, Hypothesis Space, Instance-based Learning, Inductive Logic Programming.

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References

2017

• (Sammut & Webb, 2017) ⇒ (2017). "Language Bias". In: (Sammut & Webb, 2017). DOI: 10.1007/978-1-4899-7687-1_440
  • QUOTE: A learner’s language bias is the set of hypotheses that can be expressed using the hypothesis language employed by the learner.

    This language bias can be implicit, or it can be defined explicitly, using a bias specification language (see Bias Specification Language).

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