A Classification Method Based on Feature Selection for Imbalanced Data.
Yi LiuYanzhen WangXiaoguang RenHao ZhouXingchun DiaoPublished in: IEEE Access (2019)
Keyphrases
- classification method
- imbalanced data
- feature selection
- support vector machine
- text classification
- knn
- k nearest neighbor
- support vector machine svm
- classification models
- class imbalance
- classification algorithm
- text categorization
- class distribution
- high dimensionality
- feature set
- multi class
- support vector
- minority class
- sampling methods
- data sets
- feature selection algorithms
- svm classifier
- feature space
- linear regression
- multi label
- machine learning
- feature extraction
- ensemble methods
- dimensionality reduction
- kernel function
- classification accuracy
- feature vectors
- ensemble learning
- decision trees
- naive bayes
- learning process
- model selection
- neural network