adult | Adult for UCI repository |
aggregateByKey | Automatic dataSet aggregation by key |
build_bins | Compute bins |
build_scales | Compute scales |
dateFormatUnifier | Unify dates format |
description | Describe data set |
fastDiscretization | Discretization |
fastFilterVariables | Filtering useless variables |
fastHandleNa | Handle NA values |
fastIsEqual | Fast checks of equality |
fastRound | Fast round |
fastScale | scale |
findAndTransformDates | Identify date columns |
findAndTransformNumerics | Identify numeric columns in a dataSet set |
generateDateDiffs | Date difference |
generateFactorFromDate | Generate factor from dates |
generateFromCharacter | Recode character |
generateFromFactor | Recode factor |
messy_adult | Adult with some ugly columns added |
one_hot_encoder | One hot encoder |
prepareSet | Preparation pipeline |
sameShape | Give same shape |
setAsNumericMatrix | Numeric matrix preparation for Machine Learning. |
setColAsCharacter | Set columns as character |
setColAsDate | Set columns as POSIXct |
setColAsFactor | Set columns as factor |
setColAsNumeric | Set columns as numeric |
shapeSet | Final preparation before ML algorithm |
unFactor | Unfactor factor with too many values |
whichAreBijection | Identify bijections |
whichAreConstant | Identify constant columns |
whichAreIncluded | Identify columns that are included in others |
whichAreInDouble | Identify double columns |