F-Measure Curves for Visualizing Classifier Performance with Imbalanced Data.
Roghayeh SoleymaniEric GrangerGiorgio FumeraPublished in: ANNPR (2018)
Keyphrases
- imbalanced data
- class distribution
- class imbalance
- cost sensitive
- learning from imbalanced data
- ensemble methods
- sampling methods
- minority class
- linear regression
- active learning
- feature selection
- imbalanced datasets
- misclassification costs
- test data
- training data
- training set
- classification models
- support vector machine
- pairwise
- ensemble classifier
- test set
- decision trees
- high dimensionality
- decision boundary
- non stationary
- cost sensitive learning
- training samples
- multi class