Exact Distribution-Free Hypothesis Tests for the Regression Function of Binary Classification via Conditional Kernel Mean Embeddings.
Ambrus TamásBalázs Csanád CsájiPublished in: CoRR (2021)
Keyphrases
- binary classification
- support vector
- hyperparameters
- multi class
- learning problems
- kernel function
- kernel methods
- support vector machine
- cost sensitive
- multi label
- hypothesis testing
- prediction accuracy
- low dimensional
- cross validation
- generalization error
- feature selection
- feature space
- dimensionality reduction
- ensemble methods
- sample size
- euclidean space
- high dimensional
- data streams
- pairwise
- sample complexity
- vc dimension
- reproducing kernel hilbert space