Ridge Regression based classifiers for large scale class imbalanced datasets.
Devansh ArpitShuang WuPradeep NatarajanRohit PrasadPremkumar NatarajanPublished in: WACV (2013)
Keyphrases
- imbalanced datasets
- rare class
- majority class
- minority class
- imbalanced data
- decision trees
- learning from imbalanced data
- class distribution
- cost sensitive learning
- feature selection algorithms
- class imbalance
- sampling methods
- ensemble methods
- training data
- class labels
- decision boundary
- training dataset
- support vector
- test set
- feature selection
- ensemble learning
- linear classifiers
- classification error
- ensemble classifier
- machine learning algorithms
- training examples
- pairwise
- nearest neighbour
- svm classifier
- training set
- data streams
- feature extraction
- naive bayes