AddColBinnedToQuartiles.RdBin the values of a selected continuous column into 4 bins (quartiles) and add the bin assignments as a new column
AddColBinnedToQuartiles(inputted.data, col.name.to.bin, name.of.new.col)
| inputted.data | A dataframe. |
|---|---|
| col.name.to.bin | Name of a continuous column to use the values for binning. |
| name.of.new.col | Name of the new column that will be added to the end of the dataframe. A suitable name would be "TARGET.quartile" |
A dataframe with bin assignment added as a factor column.
Other Preprocessing functions:
AddColBinnedToBinary(),
AddPCsToEnd(),
ConvertDataToPercentiles(),
CorAssoTestMultipleWithErrorHandling(),
DownSampleDataframe(),
GenerateElbowPlotPCA(),
GeneratePC1andPC2PlotsWithAndWithoutOutliers(),
Log2TargetDensityPlotComparison(),
LookAtPCFeatureLoadings(),
MultipleColumnsNormalCheckThenBoxCox(),
NormalCheckThenBoxCoxTransform(),
RanomlySelectOneRowForEach(),
RecodeIdentifier(),
RemoveColWithAllZeros(),
RemoveRowsBasedOnCol(),
RemoveSamplesWithInstability(),
SplitIntoTrainTest(),
StabilityTestingAcrossVisits(),
SubsetDataByContinuousCol(),
TwoSampleTTest(),
ZScoreChallengeOutliers(),
captureSessionInfo(),
correlation.association.test(),
describeNumericalColumnsWithLevels(),
describeNumericalColumns(),
generate.descriptive.plots.save.pdf(),
generate.descriptive.plots()