Releases: ELToulemonde/dataPreparation
Releases · ELToulemonde/dataPreparation
CRAN version v0.2
- Improving unit testing and code coverage
- Improving documentation
- Solving minor bug in date conversion and in which functions
- New features:
- New functions:
O unFactor to unfactor columns, when reading wasn't performed in expected way.
O sameShape to make ure that train and test set have exactly the same shape.
O generate new columns from existing columns (generate functions)
~ generate factor from dates: generateFactorFromDate
~ diffDates becomes generateDateDiffs (for better name understanding).
~ generate numerics and booleans from character of fators (using generateFromFactor and generateFromCharacter)
O setColAsFactor a function to make multiple columns as factor and controling number of unique elements - New features in existing functions:
O which functions: add keep_cols argument to make sure that they are not dropped
O fastFilterVariables: verbose can be T/F or 0, 1, 2 in order to control level of verbosity
O findAndTransFormDates and setColAsDates now recognize and accept timestamp.
- New functions:
WARNING:
- If you were using diffDates, it is now called generateDateDiffs
- date2 column in messy_adult data set have changed in order to illustrate new timestamp features
- setColAsFactorOrLogical doesn't exist anymore: it as been splitted between setColAsFactor and generateFromCat
- Considering all those changes: shapeSet and prepareSet don't give the same result anymore.