A novel relational regularization feature selection method for joint regression and classification in AD diagnosis.
Xiaofeng ZhuHeung-Il SukLi WangSeong-Whan LeeDinggang ShenPublished in: Medical Image Anal. (2017)
Keyphrases
- feature selection
- classification accuracy
- support vector machine
- classification method
- support vector machine svm
- method for feature selection
- support vector
- feature set
- model selection
- preprocessing
- feature extraction
- machine learning
- unsupervised learning
- mutual information
- text classification
- regression problems
- irrelevant features
- objective function
- knn
- naive bayes
- cross validation
- classification algorithm
- data pre processing
- supervised feature selection
- regression method
- informative features
- regression function
- breast cancer diagnosis
- decision trees
- discriminative features
- classification rate
- linear regression
- feature subset
- prior information
- text categorization
- supervised learning
- feature space