Feature Selection and Granular SVM Classification for Protein Arginine Methylation Identification.
Zejin Jason DingYanqing ZhangYujun George ZhengPublished in: SMC (2009)
Keyphrases
- svm classification
- feature selection
- support vector machine
- classification accuracy
- support vector
- support vector machine svm
- svm classifier
- mass spectrometry
- feature set
- kernel function
- classification method
- multi class
- text categorization
- image classification
- selected features
- training set
- feature space
- text classification
- k nearest neighbor
- knn
- feature extraction
- high dimensionality
- support vectors
- cost sensitive
- machine learning
- supervised learning
- decision trees
- gene selection
- binary classification
- multi task
- input space
- feature subset
- microarray data
- classification algorithm
- neural network