Novel resampling method for the classification of imbalanced datasets for industrial and other real-world problems.
Silvia CateniValentina CollaMarco VannucciPublished in: ISDA (2011)
Keyphrases
- classification accuracy
- cross validation
- support vector machine
- classification algorithm
- support vector machine svm
- imbalanced datasets
- sampling methods
- pattern classification
- training samples
- machine learning methods
- data sets
- decision rules
- support vector
- rule extraction
- machine learning
- supervised learning
- multi class
- feature extraction
- feature selection