R: Fast Cross-Validation via Sequential Testing

# Fast Cross-Validation via Sequential Testing

## Documentation for package ‘CVST’ version 0.2-2

- DESCRIPTION file.

## Help Pages

CVST-package | Fast Cross-Validation via Sequential Testing
blocks | Generate Donoho's Toy Data Sets
bumps | Generate Donoho's Toy Data Sets
cochranq.test | Cochran's Q Test with Permutation
constructCVSTModel | Setup for a CVST Run.
constructData | Construction and Handling of 'CVST.data' Objects
constructKlogRegLearner | Construction of Specific Learners for CVST
constructKRRLearner | Construction of Specific Learners for CVST
constructLearner | Construction of Specific Learners for CVST
constructParams | Construct a Grid of Parameters
constructSequentialTest | Construct and Handle Sequential Tests.
constructSVMLearner | Construction of Specific Learners for CVST
constructSVRLearner | Construction of Specific Learners for CVST
CV | Perform a k-fold Cross-validation
CVST | Fast Cross-Validation via Sequential Testing
doppler | Generate Donoho's Toy Data Sets
fastCV | The Fast Cross-Validation via Sequential Testing (CVST) Procedure
getCVSTTest | Construct and Handle Sequential Tests.
getN | Construction and Handling of 'CVST.data' Objects
getSubset | Construction and Handling of 'CVST.data' Objects
getX | Construction and Handling of 'CVST.data' Objects
heavisine | Generate Donoho's Toy Data Sets
isClassification | Construction and Handling of 'CVST.data' Objects
isRegression | Construction and Handling of 'CVST.data' Objects
noisyDonoho | Generate Donoho's Toy Data Sets
noisySinc | Regression and Classification Toy Data Set
noisySine | Regression and Classification Toy Data Set
plotSequence | Construct and Handle Sequential Tests.
shuffleData | Construction and Handling of 'CVST.data' Objects
testSequence | Construct and Handle Sequential Tests.