Concept Learning

List-Then-Eliminate Algorithm

  1. $VersionSpace \leftarrow$ a list containing every hypothesis in $H$
  2. For each training example, $\langle x, c(x) \rangle$
    • remove from $VersionSpace$ any hypothesis $h$ for which $h(x) \neq c(x)$
  3. Output the list of hypotheses in $VersionSpace$

José M. Vidal .

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