Download e-book for kindle: Automatic Design of Decision-Tree Induction Algorithms by Rodrigo C. Barros,André C.P.L.F de Carvalho,Alex A. Freitas

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 key layout parts that represent a top-down decision-tree induction set of rules, together with features resembling cut up standards, preventing standards, pruning and the ways for facing lacking values. while the tactic nonetheless hired these days is to take advantage of a 'generic' decision-tree induction set of rules whatever the info, the authors argue at the advantages bias-fitting method may deliver to decision-tree induction, within which the final word objective is the automated new release of a decision-tree induction set of rules adapted to the appliance area of curiosity. For such, they talk about how you can successfully detect the main compatible set of parts of decision-tree induction algorithms to house a large choice of purposes throughout the paradigm of evolutionary computation, following the emergence of a unique box referred to as hyper-heuristics.

"Automatic layout of Decision-Tree Induction Algorithms" will be hugely invaluable for laptop 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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