MiRenSVM: towards better prediction of microRNA precursors using an ensemble SVM classifier with multi-loop features.
Jiandong DingShuigeng ZhouJihong GuanPublished in: BMC Bioinform. (2010)
Keyphrases
- svm classifier
- support vector machine
- final classification
- support vector machine svm
- feature vectors
- support vector
- training set
- image classification
- informative features
- selected features
- prediction accuracy
- linear classifiers
- principle component analysis
- svm classification
- support vectors
- feature selection
- ensemble methods
- feature set
- image features
- support vector machine classifier
- feature subset
- hyperplane
- ensemble classifier
- feature space
- neural network
- k nearest neighbor
- fold cross validation
- knn
- training data
- adaboost classifier
- train a support vector machine