A novel hybrid genetic algorithm (GA)/radial basis function neural network (RBFNN) technique, which selects features from the protein sequences and trains the RBF neural network simultaneously, is proposed in this paper. Experimental results show that the proposed hybrid GA/RBFNN system outperforms the BLAST and the HMMer.
Scopus Subject Areas
- Structural Biology
- Feature selection
- Hybrid GA/RBFNN method
- Protein sequences classification