Which parameter change and to what values to reduce overfit
Problem
A decision tree model built with MinimumCasesForSplit=20, MinCasesAtLeaf=10, Pre-pruning=Yes, Pruning=Yes and maxDepth=10, exhibits overfit. Which parameters would you change and to what values to reduce overfit?
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A decision tree model built with MinimumCasesForSplit=20, MinCasesAtLeaf=10. Which parameters would you change and to what values to reduce overfit?
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