prepare

Plan built by designTreantmentsC() or designTreatmentsN()

treatmentplan

dframe

no additional arguments, declared to forced named binding of later arguments

Apply treatments and restrict to useful variables.

A 'data.frame' processor/conditioner that prepares real-world data for predictive modeling in a statistically sound manner.
'vtreat' prepares variables so that data has fewer exceptional cases, making
it easier to safely use models in production. Common problems 'vtreat' defends
against: 'Inf', 'NA', too many categorical levels, rare categorical levels, and new
categorical levels (levels seen during application, but not during training). Reference:
"'vtreat': a data.frame Processor for Predictive Modeling", Zumel, Mount, 2016, <DOI:10.5281/zenodo.1173313>.

John Mount

prepare: Apply treatments and restrict to useful variables.

Description

Usage

Arguments

See Also