Minimax optimal testing by classification.
Patrik R. GerberYanjun HanYury PolyanskiyPublished in: COLT (2023)
Keyphrases
- pattern recognition
- neyman pearson
- support vector machine svm
- classification accuracy
- decision trees
- classification algorithm
- worst case
- support vector machine
- automatic classification
- machine learning
- support vector
- feature extraction
- svm classifier
- class labels
- dynamic programming
- feature selection
- classification process
- pattern classification
- optimal strategy
- decision rules
- cross validated
- closed form
- feature vectors
- classification systems
- classification method
- statistical tests
- nearest neighbor
- naive bayes
- supervised learning
- data sets
- preprocessing
- optimal solution
- objective function
- training data
- learning algorithm
- genetic algorithm
- neural network