Using ensemble classifier to identify membrane protein types
β Scribed by H.-B. Shen; K.-C. Chou
- Publisher
- Springer
- Year
- 2006
- Tongue
- English
- Weight
- 232 KB
- Volume
- 32
- Category
- Article
- ISSN
- 0939-4451
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As a continuous effort to develop automated methods for predicting membrane protein types that was initiated by Chou and Elrod (PROTEINS: Structure, Function, and Genetics, 1999, 34, 137-153), the support vector machine (SVM) is introduced. Results obtained through re-substitution, jackknife, and in
## Abstract Characterizing the native ensemble of protein is an important yet difficult objective of structural biology. The structural dynamics of protein macromolecules play key roles in biological function, but the short lifetimes and low population of nearβnative states of the protein ensemble