Subsequence-based feature map for protein function classification.
Ömer Sinan SaraçÖzge Gürsoy-YüzügüllüRengül Çetin-AtalayVolkan AtalayPublished in: Comput. Biol. Chem. (2008)
Keyphrases
- feature maps
- feature vectors
- machine learning
- classification accuracy
- decision trees
- protein function
- supervised learning
- support vector
- feature space
- text classification
- training samples
- feature selection
- image classification
- kernel function
- self organizing maps
- active learning
- support vector machine svm
- protein sequences
- gene expression profiles
- real time