Mal_PCASVM: Malonylation Residues Classification with Principal Component Analysis Support Vector Machine.
Tong MengYuehui ChenWenzheng BaoYi CaoPublished in: ICIC (2) (2021)
Keyphrases
- support vector machine
- principal component analysis
- svm classifier
- support vector machine svm
- support vector
- feature space
- classification method
- classification algorithm
- feature vectors
- machine learning
- classification accuracy
- training procedure
- pattern recognition
- generalization ability
- feature reduction
- decision boundary
- multi class
- svm classification
- dimension reduction
- linear discriminant analysis
- dimension reduction methods
- singular value decomposition
- kernel principal component analysis
- feature selection
- feature extraction
- training data
- dimensionality reduction
- supervised learning
- multi class support vector machines
- high classification accuracy
- preprocessing
- training set
- kernel function
- radial basis function
- independent component analysis
- text classification
- classification models
- small sample
- principal components
- pattern classification
- image classification
- soft margin
- decision trees