Man pages for mvattulainen/preprocomb
Tools for Preprocessing Combinations
| examplecombgrid | setgrid example |
| examplemetaheur | metaheur example |
| exampleresult | preprocomb example |
| examplesimulation | preprosim example |
| getcombinations | get preprocessing combinations from a grid |
| getpreprocessors | get available preprocessors and their descriptions |
| getpreprocombdf | get preprocessed data set from a grid |
| getprogrammaticprediction | parallel computation of classification accuracy holdout... |
| GridClass-class | An S4 class representing (unevaluated) preprocessing... |
| initializedataclassobject | constructor function for creating a DataClass object |
| prepro | the MAIN function for interactive use. |
| PreprocessorClass-class | A virtual S4 class representing preprocessors |
| preprocessordefinitionstorage | environment for storing preprocessor definitions |
| preprocomb | the MAIN function of programmatic use. |
| preprocombplot | plot preprocessing combination evaluation results |
| preprodefault | six default phases with preprocessing techniques |
| preprodefaultextended | eigth default phases with preprocessing techniques |
| ResultClass-class | An S4 class representing preprocessing combination evaluation... |
| setgrid | constructor function for creating preprocessing combinations |
| setphase | constructor function for defining a preprocessing phase. |
| setpreprocessor | constructor function for adding a new preprocessing technique... |
| showrules | shows association rules for classification accuracy. |
| testpreprocessors | test preprocessing techniques against data |
| transformdata | transformdata |
