Classification of Brain Glioma by Using SVMs Bagging with Feature Selection.
Guo-Zheng LiTian-Yu LiuVictor S. ChengPublished in: BioDM (2006)
Keyphrases
- feature selection
- support vector
- classification accuracy
- machine learning
- imbalanced data
- support vector machine
- majority voting
- training set
- decision trees
- text classification
- classification models
- bayes classifier
- feature set
- feature ranking
- feature space
- feature vectors
- knn
- text categorization
- ensemble classifier
- ensemble classification
- selected features
- learning machines
- generalization ability
- feature subset
- high dimensionality
- classification algorithm
- svm classifier
- support vector machine svm
- classification method
- feature selection algorithms
- multi class
- model selection
- random forest
- ensemble learning
- benchmark datasets
- microarray classification
- feature extraction
- accurate classifiers
- naive bayes
- machine learning algorithms
- brain tumors
- brain images
- supervised learning
- eeg signals
- linear svm
- support vectors
- binary classification
- cost sensitive