Weighted Ensemble with one-class Classification and Over-sampling and Instance selection (WECOI): An approach for learning from imbalanced data streams.
Ireneusz CzarnowskiPublished in: J. Comput. Sci. (2022)
Keyphrases
- imbalanced data
- instance selection
- feature selection
- support vector machine
- ensemble methods
- text classification
- multi class
- sampling methods
- data reduction
- concept drift
- nearest neighbor
- data streams
- imbalanced datasets
- ensemble classifier
- multiple instance learning
- class distribution
- linear regression
- random forest
- classification accuracy
- class imbalance
- ensemble learning
- base classifiers
- semi supervised learning
- feature extraction
- minority class
- neural network
- binary classification
- classification models
- prediction accuracy
- supervised learning
- training set
- decision trees
- benchmark datasets
- random forests
- training samples
- text mining
- decision boundary
- data analysis
- machine learning
- data mining
- data sets