Feature Selection on Imbalanced Data and Its Application on Toxicity Prediction.
Jin-Cheng LiPublished in: ICMLC (2020)
Keyphrases
- imbalanced data
- feature selection
- ensemble classifier
- prediction accuracy
- classification models
- support vector machine
- class distribution
- linear regression
- ensemble methods
- classification accuracy
- class imbalance
- multi class
- high dimensionality
- feature selection algorithms
- text categorization
- sampling methods
- decision trees
- dimensionality reduction
- high dimensional
- support vector
- random forest
- svm classifier
- least squares
- meta learning
- feature extraction