Tradeoffs in Resampling and Filtering for Imbalanced Classification.
Ryan MutherDavid SmithPublished in: CoRR (2022)
Keyphrases
- classification accuracy
- pattern classification
- classification systems
- decision trees
- pattern recognition
- text classification
- imbalanced data sets
- automatic classification
- class imbalance
- support vector machine svm
- image classification
- feature space
- support vector
- machine learning
- classification method
- classification rules
- spam e mail
- design decisions
- classification scheme
- nearest neighbour
- benchmark data sets
- class labels
- high dimensionality
- machine learning methods
- decision rules
- data sets
- feature vectors
- training set
- preprocessing
- feature extraction
- neural network