Controlling for Unobserved Confounds in Classification Using Correlational Constraints.
Virgile LandeiroAron CulottaPublished in: CoRR (2017)
Keyphrases
- classification accuracy
- pattern recognition
- classification systems
- pattern classification
- classification scheme
- classification algorithm
- feature extraction
- classification process
- automatic classification
- class labels
- text classification
- preprocessing
- machine learning
- feature space
- support vector
- supervised classification
- global constraints
- machine learning algorithms
- feature vectors
- decision rules
- training samples
- classification method
- supervised learning
- classification models
- constrained optimization
- objective function
- training data
- unsupervised learning