A novel ant colony optimization based single path hierarchical classification algorithm for predicting gene ontology
hAntMiner-C is a hierarchical classifier and handle tree and DAG topologies. Our classifier can handle single path hierarchical classification. Detailed review of hierarchical single and multi-label classification is included. hAntMiner-C is tested over ion-channel datasets. Our classifier is statistically significantly better as compared to the competitors.
ant colony optimization hierarchical classification bio-informatics data sets with gene ontology protein function prediction correlation based ifthen rule list