Why Is My Classifier Discriminatory?
Irene Y. ChenFredrik D. JohanssonDavid A. SontagPublished in: CoRR (2018)
Keyphrases
- feature set
- feature selection
- training data
- feature space
- classifier systems
- classification scheme
- classification algorithm
- multiple classifiers
- classification process
- classification method
- svm classifier
- support vector machine
- support vector
- training set
- classifier combination
- class labels
- training examples
- learning algorithm
- training samples
- classification rate
- linear classifiers
- evolutionary algorithm
- text classifiers
- bayesian classifier
- nearest neighbor classifier
- decision tree classifiers