Learning Theory

A Learning Theory is a Theory for modeling/learning the Patterns that underlie a Data Set.

• Context:
  • It can define a Learning Task and a Learning Algorithm to solve it.
  • It can assume the availability of a Training Sample.
• Example(s):
  • Inductive Learning Theory.
  • Statistical Modeling Theory.
  • Statistical Learning Theory.
  • Bayesian Learning Theory.
• See: Deductive Theory, Abductive Theory.

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