Identification of genomic features in the classification of loss- and gain-of-function mutation.
Seunghwan JungSejoon LeeSangwoo KimHojung NamPublished in: BMC Medical Informatics Decis. Mak. (2015)
Keyphrases
- feature vectors
- classification accuracy
- feature extraction
- classification method
- feature set
- feature space
- classification process
- classification models
- extracted features
- svm classifier
- gender classification
- pattern recognition
- machine learning
- class labels
- classification algorithm
- feature values
- extracting features
- writer identification
- support vector machine svm
- feature selection
- image classification
- co occurrence
- high dimensionality
- features extraction
- decision trees
- feature analysis
- discriminative features
- genetic algorithm
- feature reduction
- feature weights
- feature representation
- classification scheme
- low level
- automatic classification
- image features
- training set
- support vector
- feature subset
- high throughput
- binary features
- semi supervised