Create sample settings to sample the train set.

Given a train set and a number of required outcomes, the train set outcomes are reduced to the number of required train outcomes, trying to maintain the original outcome to non-outcome distribution.

Usage

createSampleTrainSetSettings(
  numberTrainSetOutcomes = NULL,
  sampleSeed = sample(10000, 1)
)

Arguments

numberTrainSetOutcomes

The absolute number of desired number of outcomes to retain in the train set.

sampleSeed

A seed to use when sampling.

Details

Create a sampleSettings object containing a number of required outcomes to reduce the train set sample, maintaining the original outcome to non-outcome distribution.