The number of possible methods of generalizing binary classification to multi-class classification increases exponentially with the number of class labels. Often, the best method of doing so will be highly problem dependent. Here we present classification software in which the partitioning of multi-class classification problems into binary classification problems is specified using a recursive control language.
@article{arxiv.1404.4095,
title = {Multi-borders classification},
author = {Peter Mills},
journal= {arXiv preprint arXiv:1404.4095},
year = {2014}
}
Comments
Corrected error in equations: second and third equations were not linearly independent. Corrected figure to match. "Hierarchical" scheme is a decision tree