To Split or not to Split: The Impact of Disparate Treatment in Classification.
Hao WangHsiang HsuMario DíazFlávio du Pin CalmonPublished in: IEEE Trans. Inf. Theory (2021)
Keyphrases
- classification models
- classification accuracy
- automatic classification
- pattern classification
- feature extraction
- class labels
- pattern recognition
- data sets
- machine learning
- classification process
- text classification
- correct classification
- machine learning methods
- feature vectors
- decision trees
- support vector machine svm
- classification scheme
- classification algorithm
- feature selection
- learning algorithm
- classification systems
- classification rate
- learning vector quantization
- text categorization
- classification rules
- benchmark datasets
- model selection
- image classification
- feature set
- support vector
- neural network