Interpolating Classifiers Make Few Mistakes.
Tengyuan LiangBenjamin RechtPublished in: J. Mach. Learn. Res. (2023)
Keyphrases
- training data
- decision trees
- feature set
- classification systems
- support vector
- machine learning algorithms
- feature selection
- classifier combination
- test set
- naive bayes
- training samples
- classification process
- linear classifiers
- multiple classifiers
- classifier systems
- classification models
- classification rate
- supervised classification
- machine learning
- data mining
- trained classifiers
- individual classifiers
- discriminative classifiers
- majority vote
- small sample
- binary classifiers
- neural network
- decision boundary
- machine learning approaches
- classification method
- classification algorithm
- svm classifier
- nearest neighbor
- multi class
- support vector machine
- training set
- learning algorithm