Conditions for Existence of Uniformly Consistent Classifiers.
Agne KazakeviciuteVytautas KazakeviciusMalini OlivoPublished in: IEEE Trans. Inf. Theory (2017)
Keyphrases
- training data
- linear classifiers
- sufficient conditions
- test set
- supervised classification
- svm classifier
- decision trees
- training set
- optimum path forest
- face detection
- training samples
- classification models
- ensemble learning
- classification systems
- majority voting
- classifier combination
- multiple classifiers
- naive bayes
- training examples
- machine learning algorithms
- active learning
- support vector
- multiple classifier systems