Distance Rank Score: Unsupervised filter method for feature selection on imbalanced dataset.
Katarina FirdovaCéline LabartArthur MartelPublished in: CoRR (2023)
Keyphrases
- method for feature selection
- imbalanced datasets
- feature selection
- class distribution
- learning from imbalanced data
- euclidean distance
- cost sensitive learning
- supervised learning
- unsupervised learning
- decision trees
- distance measure
- semi supervised
- machine learning
- rare class
- data sets
- test set
- classification accuracy
- class imbalance
- training dataset
- data mining
- neural network