RAACBook: a web server of reduced amino acid alphabet for sequence-dependent inference by using Chou's five-step rule

By reducing amino acid alphabet, the protein complexity can be significantly simplified, which could improve computational efficiency, decrease information redundancy and reduce chance of overfitting. Although some reduced alphabets have been proposed, different classification rules could produce di...

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Veröffentlicht in:	Database : the journal of biological databases and curation 2019-01, Vol.2019
Hauptverfasser:	Zheng, Lei, Huang, Shenghui, Mu, Nengjiang, Zhang, Haoyue, Zhang, Jiayu, Chang, Yu, Yang, Lei, Zuo, Yongchun
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Amino Acid Sequence Amino Acids - chemistry Database Tool Databases, Protein Internet Machine Learning Models, Biological Protein Structure, Secondary
Online-Zugang:	Volltext
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