A Machine Learning Methodology for Enzyme Functional Classification Combining Structural and Protein Sequence Descriptors.
Afshine AmidiShervine AmidiDimitrios VlachakisNikos ParagiosEvangelia I. ZacharakiPublished in: IWBBIO (2016)
Keyphrases
- machine learning
- protein sequences
- protein classification
- amino acids
- machine learning algorithms
- machine learning methods
- support vector machine
- decision trees
- protein folding
- computational biology
- feature vectors
- support vector machine svm
- text classification
- feature selection
- secondary structure
- experimentally determined
- text mining
- statistical methods
- protein structure
- multiple sequence alignments
- feature space
- protein structural
- image classification
- support vector
- protein families
- computational approaches
- protein structure prediction
- training set
- pairwise
- highly accurate
- natural language processing
- feature set