Collapsing the Decision Tree: the Concurrent Data Predictor

08/09/2021

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by   Cristian Alb, et al.

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A family of concurrent data predictors is derived from the decision tree classifier by removing the limitation of sequentially evaluating attributes. By evaluating attributes concurrently, the decision tree collapses into a flat structure. Experiments indicate improvements of the prediction accuracy.