Machine Learning for Protein Subcellular Localization Prediction
| By: | Shibiao Wan; Man-Wai Mak |
| Publisher: | De Gruyter |
| Print ISBN: | 9781501510489 |
| eText ISBN: | 9781501501524 |
| Edition: | 1 |
| Copyright: | 2015 |
| Format: | Reflowable |
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Table of Contents
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.