Granular SVM with Repetitive Undersampling for Highly Imbalanced Protein Homology Prediction.
Yuchun TangYan-Qing ZhangPublished in: GrC (2006)
Keyphrases
- protein homology
- highly imbalanced
- protein structure prediction
- support vector
- support vector machine svm
- class distribution
- support vector machine
- imbalanced data
- class imbalance
- kernel function
- svm classifier
- multi class
- feature selection
- generalization ability
- support vectors
- knn
- training data
- data sets
- cost sensitive
- image classification
- decision boundary
- training set