Machine Learning for Protein Subcellular Localization Prediction

Machine Learning for Protein Subcellular Localization Prediction

Author
Shibiao WanMan-Wai Mak
Publisher
De Gruyter
Language
English
Year
2015
Page
209
ISBN
9781501501500,9781501510489
File Type
epub
File Size
8.5 MiB

Comprehensively covers protein subcellular localization from single-label prediction to multi-label prediction, and includes prediction strategies for virus, plant, and eukaryote species. Three machine learning tools are introduced to improve classification refinement, feature extraction, and dimensionality reduction.

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