Embedded variable selection method using signomial classification.
Kyoungmi HwangDohyun KimKyungsik LeeChungmok LeeSungsoo ParkPublished in: Ann. Oper. Res. (2017)
Keyphrases
- variable selection
- cross validation
- dimension reduction
- support vector machine svm
- logistic regression models
- classification accuracy
- machine learning
- model selection
- preprocessing
- probabilistic model
- support vector machine
- feature extraction
- roc curve
- linear models
- artificial neural networks
- unsupervised learning
- support vector
- training data
- image processing
- naive bayes classifier
- leave one out cross validation
- data sets
- gene expression microarray data