Finite-Sample Two-Group Composite Hypothesis Testing via Machine Learning.
Tianyu ZhanJian KangPublished in: J. Comput. Graph. Stat. (2022)
Keyphrases
- hypothesis testing
- finite sample
- machine learning
- statistical learning theory
- sample size
- statistical tests
- uniform convergence
- nearest neighbor
- confidence intervals
- model selection
- learning algorithm
- statistical learning
- support vector machine
- learning problems
- error bounds
- active learning
- data sets
- supervised classification
- parzen window
- decision trees
- theoretical framework
- machine learning algorithms
- supervised learning
- statistical methods
- machine learning methods
- vc dimension
- theoretical analysis
- knowledge discovery
- feature selection