To Split or Not to Split: The Impact of Disparate Treatment in Classification.
Hao WangHsiang HsuMario DíazFlávio P. CalmonPublished in: CoRR (2020)
Keyphrases
- classification accuracy
- classification scheme
- pattern recognition
- machine learning
- class labels
- object classification
- support vector
- feature space
- feature vectors
- support vector machine
- roc curve
- classification method
- machine learning methods
- classification models
- document classification
- databases
- automatic classification
- classification systems
- classification process
- classification algorithm
- svm classifier
- model selection
- image classification
- preprocessing
- decision trees
- data sets
- classification rules
- text classification
- computer vision
- learning algorithm
- neural network