Classification of real and pseudo microRNA precursors using local structure-sequence features and support vector machine.
Chenghai XueFei LiTao HeGuo-Ping LiuYanda LiXuegong ZhangPublished in: BMC Bioinform. (2005)
Keyphrases
- support vector machine
- svm classifier
- feature vectors
- classification method
- feature space
- classification accuracy
- svm classification
- support vector
- feature set
- classification models
- support vector machine classifiers
- feature selection
- support vector machine svm
- classification process
- multi class
- feature extraction
- feature analysis
- structural information
- high dimensionality
- classification algorithm
- feature reduction
- decision forest
- high classification accuracy
- benchmark datasets
- class labels
- temporal structure
- feature subset
- extracting features
- generalization ability
- text classification
- decision trees
- input features
- structural features
- ensemble classifier
- support vector machine classifier
- histogram intersection kernel
- classification performances
- extracted features
- feature selection algorithms
- hyperplane
- k nearest neighbor
- image classification
- pattern recognition
- learning algorithm
- machine learning
- decision boundary
- temporal sequences
- reduced set
- kernel function
- textural features
- structured output
- training set
- training data