Search Results - "de A. Mello Pereira, Felipe"

Splitting criteria for classification problems with multi-valued attributes and large number of classes by Laber, Eduardo Sany, de A. Mello Pereira, Felipe

“…•A framework for designing splitting criteria for handling multi-valued attributes.•An efficient variation of Gini Gain with an approximation guarantee of…”
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Decision tree classification with bounded number of errors by Saettler, Aline, Laber, Eduardo, de A. Mello Pereira, Felipe

“…•We consider the problem of approximating oblivious decision trees.•We study the more general case where at most k classification errors are allowed.•An…”
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