Extracting Hierarchies from Data Clusters for Better Classification

In this paper we present the PHOCS-2 algorithm, which extracts a “Predicted Hierarchy Of ClassifierS”. The extracted hierarchy helps us to enhance performance of flat classification. Nodes in the hierarchy contain classifiers. Each intermediate node corresponds to a set of classes and each leaf node...

Full description

Bibliographic Details
Main Authors: Alexander Ulanov, German Sapozhnikov
Format: Article
Language:English
Published: MDPI AG 2012-10-01
Series:Algorithms
Subjects:
Online Access:http://www.mdpi.com/1999-4893/5/4/506