A Hybrid Feature Selection Method to Classification and Its Application in Hypertension Diagnosis.
Hyun Woo ParkDingkun LiYongjun PiaoKeun Ho RyuPublished in: ITBAM (2017)
Keyphrases
- feature selection
- classification method
- classification accuracy
- support vector machine
- method for feature selection
- feature set
- support vector machine svm
- classification algorithm
- classification scheme
- dimension reduction
- machine learning
- preprocessing
- mutual information
- classification process
- training set
- feature selection and classification
- irrelevant features
- accurate classification
- benchmark data sets
- feature subset
- machine learning methods
- decision rules
- data sets
- unsupervised learning
- model selection
- multi class
- pairwise
- feature extraction
- pattern classification
- training samples
- bayes classifier
- text classification
- image classification
- breast cancer diagnosis