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

Presents a close research of the most important layout elements that represent a top-down decision-tree induction set of rules, together with points equivalent to break up standards, preventing standards, pruning and the methods for facing lacking values. while the method nonetheless hired these days is to exploit a 'generic' decision-tree induction set of rules whatever the info, the authors argue at the advantages bias-fitting procedure may perhaps carry to decision-tree induction, during which the final word target is the automated iteration of a decision-tree induction set of rules adapted to the applying area of curiosity. For such, they speak about how you can successfully become aware of the main compatible set of parts of decision-tree induction algorithms to accommodate a large choice of purposes throughout the paradigm of evolutionary computation, following the emergence of a singular box known as hyper-heuristics.

"Automatic layout of Decision-Tree Induction Algorithms" will be hugely worthy for computer 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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