Divide and Predict: An Architecture for Input Space Partitioning and Enhanced Accuracy

Fenix W. Huang, Henning S. Mortveit, Christian M. Reidys

In this article the authors develop an intrinsic measure for quantifying heterogeneity in training data for supervised learning. This measure is the variance of a random variable w…