Classification of Imbalanced Data with a Geometric Digraph Family.
Artür ManukyanElvan CeyhanPublished in: J. Mach. Learn. Res. (2016)
Keyphrases
- imbalanced data
- imbalanced data sets
- classification models
- linear regression
- feature selection
- decision trees
- pattern recognition
- imbalanced datasets
- ensemble methods
- class imbalance
- machine learning methods
- pattern classification
- ensemble classifier
- classification accuracy
- support vector
- decision boundary
- sampling methods
- high dimensionality
- machine learning
- svm classifier
- machine learning algorithms
- training set
- model selection
- generalization ability
- roc curve
- data sets
- decision rules
- support vector machine svm
- class distribution
- text classification
- feature set
- supervised learning
- feature vectors
- feature extraction