Classification and Feature Selection Method for Medical Datasets by Brain Storm Optimization Algorithm and Support Vector Machine.
Eva TubaIvana StrumbergerTimea BezdanNebojsa BacaninMilan TubaPublished in: ITQM (2019)
Keyphrases
- support vector machine
- feature selection
- classification method
- support vector machine svm
- method for feature selection
- support vector
- discriminative features
- classification accuracy
- feature set
- feature extraction
- multi class
- svm classifier
- machine learning
- preprocessing
- feature space
- unsupervised learning
- training samples
- bayes classifier
- similarity measure
- benchmark data sets
- redundant features
- input features
- text classification
- decision trees
- pattern classification
- cross validation
- hyperplane
- feature weighting
- training set
- kernel function
- small sample
- high dimensional
- linear svm
- classification performances
- mutual information