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. |