LIBROS DEL AUTOR: alex afreitas

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  • Automatic Design of Decision-Tree Induction Algorithms
    Alex A. Freitas / Alex AFreitas / André C.P.L.F de Carvalho / Rodrigo C. Barros / Rodrigo CBarros
    Presents a detailed study of the major design components that constitute a top-down decision-tree induction algorithm, including aspects such as split criteria, stopping criteria, pruning and the approaches for dealing with missing values. Whereas the strategy still employed nowadays is to use a ’generic’ decision-tree induction algorithm regardless of the data, the authors arg...
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