Automatic Design of Decision-Tree Induction Algorithms - download pdf or read online

By Rodrigo C. Barros,André C.P.L.F de Carvalho,Alex A. Freitas

ISBN-10: 3319142305

ISBN-13: 9783319142302

Presents a close learn of the most important layout parts that represent a top-down decision-tree induction set of rules, together with facets equivalent to cut up standards, preventing standards, pruning and the ways for facing lacking values. while the tactic nonetheless hired these days is to exploit a 'generic' decision-tree induction set of rules whatever the facts, the authors argue at the advantages bias-fitting technique may convey to decision-tree induction, within which the last word target is the automated new release of a decision-tree induction set of rules adapted to the applying area of curiosity. For such, they talk about how you can successfully observe the main compatible set of parts of decision-tree induction algorithms to house a wide selection of functions throughout the paradigm of evolutionary computation, following the emergence of a unique box known as hyper-heuristics.

"Automatic layout of Decision-Tree Induction Algorithms" will be hugely important for desktop studying and evolutionary computation scholars and researchers alike.

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Automatic Design of Decision-Tree Induction Algorithms (SpringerBriefs in Computer Science) by Rodrigo C. Barros,André C.P.L.F de Carvalho,Alex A. Freitas

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