Hierarchical multi-class LAD based on OvA-binary tree using genetic algorithm
We propose a hierarchical multi-class classification method using LAD based on OvA-binary tree. We suggest an efficient node partitioning method for constructing an OvA-binary tree. We design an efficient genetic algorithm to generate OvA-type LAD patterns for hierarchical multi-class classification. We develop the procedures to build and explore OvA-binary tree for multi-class classification. We show the superiority of the suggested algorithm through a numerical experiment.
genetic algorithm hierarchical multi-class classification logical analysis of data one versus all-binary tree classification accuracy