Influence of resampling on accuracy of imbalanced classification.
Evgeny BurnaevPavel ErofeevArtem PapanovPublished in: ICMV (2015)
Keyphrases
- classification accuracy
- predictive accuracy
- support vector machine
- roc curve
- automatic classification
- classification rate
- feature vectors
- pattern recognition
- accuracy rate
- decision trees
- classification scheme
- correct classification
- classification algorithm
- machine learning
- computational cost
- fold cross validation
- class imbalance
- prediction accuracy
- generalization ability
- class imbalanced
- classification models
- classification method
- machine learning algorithms
- high accuracy
- pattern classification
- high dimensionality
- error rate
- model selection
- support vector
- training data
- feature extraction
- learning algorithm