Fast Cross-Validation via Sequential Testing
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Documentation for package ‘CVST’ version 0.2-3
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. |