A two-stage discretization algorithm based on information entropy
Appl. Intell., Volume 47, Issue 4, 2017, Pages 1169-1185.
ClassificationDiscretizationInformation entropyReal-value attributeScaling
Discretization is an important and difficult preprocessing task for data mining and knowledge discovery. Although there are numerous discretization approaches, many suffer from certain drawbacks. Local approaches are efficient, but their generalization ability is weak. Global approaches consider all attributes simultaneously, but they hav...More
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