Multivariate alternating decision trees
Novel concept of multivariate alternating decision tree (ADTree) with boosting. Offering high prediction accuracy similar to decision tree ensembles. Retaining good comprehension similar to individual univariate decision trees. Bridging powerful regularization techniques to decision tree research. Introduction and validation of multivariate ADTree algorithms on public datasets.
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