Maximizing Classification Accuracy of CART® Recursive Partitioning Tree Models Using Optimal Pruning

Paul R. Yarnold

Optimal Data Analysis, LLC

A classification tree pruning methodology that maximizes effect strength for sensitivity is demonstrated for a model which was developed using CART® soft¬ware to predict influenza among primary care patients.

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