Browsing Department of Mathematics by Subject "Decision tree"

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Post-Pruning Decision Tree Algorithms Based on Bayes Minimum Risk and Loss Minimization to Combat Over-Fitting Problem

Mohamed, Ahmed Mohamed Ahmed (Eastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ), 2018)

Pruning is applied in order to combat over-fitting problem where the tree is pruned with the goal of identifying decision tree with the lowest error rate on previously unobserved instances. Post-pruning approach is one of ...