A novel approach to feature extraction from classification models based on information gene pairs

A novel approach to extracting features

A novel approach to extracting features from motif content and protein composition for protein sequence classification

✍ Xing-Ming Zhao; Yiu-Ming Cheung; De-Shuang Huang 📂 Article 📅 2005 🏛 Elsevier Science 🌐 English ⚖ 196 KB

This paper presents a novel approach to extracting features from motif content and protein composition for protein sequence classification. First, we formulate a protein sequence as a fixed-dimensional vector using the motif content and protein composition. Then, we further project the vectors into