Integrating Selective Pre-processing of Imbalanced Data with Ivotes Ensemble.
Jerzy BlaszczynskiMagdalena DeckertJerzy StefanowskiSzymon WilkPublished in: RSCTC (2010)
Keyphrases
- imbalanced data
- preprocessing
- ensemble methods
- learning from imbalanced data
- class distribution
- random forest
- feature selection
- linear regression
- classification models
- support vector machine
- decision trees
- sampling methods
- ensemble learning
- preprocessing step
- feature extraction
- svm classifier
- random forests
- class imbalance
- ensemble classifier
- data sets
- training data
- neural network
- learning algorithm
- base classifiers
- support vector