Superensemble Classifier for Improving Predictions in Imbalanced Datasets.
Tanujit ChakrabortyAshis Kumar ChakrabortyPublished in: CoRR (2018)
Keyphrases
- imbalanced datasets
- cost sensitive learning
- decision trees
- highly skewed
- training dataset
- class distribution
- learning from imbalanced data
- feature selection algorithms
- minority class
- training data
- class imbalance
- cost sensitive
- feature selection
- support vector machine
- sampling methods
- ensemble methods
- training set
- imbalanced data
- training samples
- misclassification costs
- online auctions
- support vector
- active learning
- linear classifiers
- svm classifier
- classification algorithm
- missing values
- nearest neighbour
- training examples
- class labels
- data sets
- rare class
- learning algorithm