exampleresult | preprocomb example |
getpreprocessor | gets preprocessor definition |
getprogrammaticprediction | parallel computation of classification accuracy holdout rounds |
GridClass-class | container for preprocessor combinations and preprocessed data sets. |
initializedataclassobject | constructor function for creating a DataClass object |
prepro | the MAIN function for interactive use. |
PreprocessorClass-class | an abstract class from which concrete preprocessor (sub) classes are inhereted. |
preprocessordefinitionstorage | environment for storing preprocessor definitions |
preprocomb | the MAIN function of programmatic use. |
PreProCombClass-class | container for combination evaluation |
preprodefault | seven default phases with preprocessing techniques |
setgrid | constructor function for creating the combinations |
setphase | constructor function for defining a preprocessing phase. |
setpreprocessor | constructor function for adding a new preprocessing technique to the system |
showrules | shows association rules for classification accuracy. |
testpreprocessors | test preprocessing techniques against data |
transformdata | transformdata |