SMOTE Based Protein Fold Prediction Classification.
K. Suvarna VaniS. Durga BhavaniPublished in: ACITY (2) (2012)
Keyphrases
- support vector machine svm
- protein classification
- classification algorithm
- decision trees
- imbalanced datasets
- class imbalance
- imbalanced data sets
- svm classifier
- prediction accuracy
- contact map
- feature set
- support vector machine
- classification accuracy
- feature vectors
- training set
- gene prediction
- machine learning
- subcellular localization
- imbalanced data
- protein interaction
- remote homology detection
- protein structure
- pattern classification
- machine learning methods
- support vector
- feature extraction
- ensemble classifier
- classification models
- text classification
- protein function prediction
- highly skewed
- knn
- training data
- contact maps