Sequential support vector regression with embedded entropy for SNP selection and disease classification.
Yulan LiangArpad KelemenPublished in: Stat. Anal. Data Min. (2011)
Keyphrases
- support vector regression
- support vector machine svm
- support vector
- support vector machine
- support vector classification
- pattern recognition
- sequential minimal optimization
- classification accuracy
- hybrid genetic
- extreme learning machine
- text classification
- kernel learning
- hybrid model
- regression model
- cross validation
- machine learning
- multiscale
- kernel function
- feature selection
- high throughput
- computer vision
- fold cross validation
- regression method
- image processing
- feature vectors
- training set
- decision trees