A comprehensive review of the imbalance classification of protein post-translational modifications.
Lijun DouFenglong YangLei XuQuan ZouPublished in: Briefings Bioinform. (2021)
Keyphrases
- pattern recognition
- classification algorithm
- pattern classification
- automatic classification
- classification accuracy
- feature selection
- image classification
- feature vectors
- machine learning
- feature extraction
- classification scheme
- class imbalance
- text classification
- support vector
- classification models
- classification method
- class distribution
- high dimensionality
- protein structure prediction
- decision rules
- svm classifier
- class labels
- benchmark datasets
- support vector machine svm
- training samples
- model selection
- supervised learning
- motion estimation
- preprocessing