Optimal combination of feature selection and classification via local hyperplane based learning strategy.
Xiaoping ChengHongmin CaiYue ZhangBo XuWeifeng SuPublished in: BMC Bioinform. (2015)
Keyphrases
- learning strategies
- hyperplane
- feature selection and classification
- average distance
- training samples
- online learning
- support vector
- input space
- active learning
- data points
- feature space
- kernel function
- high dimensionality
- principal components
- support vector machine
- feature selection
- neural network
- convex hull
- linearly separable
- selected features
- svm classifier
- learning algorithm
- image processing
- high dimensional
- feature vectors