Machine Learning for Protein Subcellular Localization Prediction

Download or read book Machine Learning for Protein Subcellular Localization Prediction written by Shibiao Wan and published by Walter de Gruyter GmbH & Co KG. This book was released on 2015-05-19 with total page 213 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.