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ID3 algorithm
Decision tree algorithm
In decision tree learning, ID3 (Iterative Dichotomiser 3) is a greedy algorithm invented by Ross Quinlan used to generate a decision tree from a dataset. ID3 is the precursor to the C4.5 algorithm.
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In decision tree learning, ID3 (Iterative Dichotomiser 3) is a greedy algorithm invented by Ross Quinlan used to generate a decision tree from a dataset. ID3 is the precursor to the C4.5 algorithm. The 3 in the name is meant to signify that this was Quinlan's third attempt at a model based on entropy-based splitting, and the term dichotomiser is a misnomer as it implies a binary split, but the ID3 algorithm can split on multi-valued attributes.
Texto: Wikipédia em inglês, CC BY-SA 4.0. · Imagem: Original diagram: Acoggins38 SVG version: Ixfd64 (CC BY-SA 4.0) ·
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