Prediction of Protein Structural Classes: Features Extraction to Classification Algorithm

Title:Prediction of Protein Structural Classes: Features Extraction to Classification Algorithm

Volume: 18 Issue: 5

Author(s): Xiaoqing Liu, Zhenyu Yang, Yaoxin Wang and Qi Dai*

Affiliation:

• College of Life Sciences and Medicine, Zhejiang Sci-Tech University, Hangzhou 310018,China

Keywords: Sequence feature, secondary structural characteristic, classification algorithm, protein structural class prediction, DNA Blast, DNA binding sites.

Abstract: The fast growth of protein sequencing and protein structure data has promoted the development of the protein structural class prediction. Several prediction methods have been proposed to study protein folding rate, DNA binding sites, as well as reducing the search of conformational space and realizing the prediction of tertiary structure. This paper introduces the current approaches of protein structural class prediction and emphasizes their steps from information extraction to classification algorithms.

Cite this article as:

Liu Xiaoqing , Yang Zhenyu, Wang Yaoxin and Dai Qi *, Prediction of Protein Structural Classes: Features Extraction to Classification Algorithm, Current Proteomics 2021; 18 (5) . https://dx.doi.org/10.2174/1570164618666210218141148