Mine Classification With Imbalanced Data.
David P. WilliamsVincent MyersMiranda Schatten SilviousPublished in: IEEE Geosci. Remote. Sens. Lett. (2009)
Keyphrases
- imbalanced data
- imbalanced data sets
- support vector machine
- class imbalance
- feature selection
- classification models
- pattern recognition
- feature extraction
- pattern classification
- classification accuracy
- imbalanced datasets
- decision trees
- decision boundary
- image classification
- benchmark datasets
- support vector
- feature vectors
- feature space
- sampling methods
- linear regression
- ensemble classifier
- ensemble learning
- class distribution
- cross validation
- data sets
- random forest
- decision rules
- svm classifier
- class labels
- error rate
- training examples
- support vector machine svm
- text classification
- nearest neighbor
- training set