Collapsing the Decision Tree: the Concurrent Data Predictor

Code

• github.com/c4pub/deodel
  none★ 6

Abstract

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.

Reproductions