createTestDataFold: Create the test fold data for validation

In philips-software/latrend: A Framework for Clustering Longitudinal Data

Create the test fold data for validation

Description

Create the test fold data for validation

Usage

createTestDataFold(data, trainData, id = getOption("latrend.id"))

Arguments

data	A data.frame representing the complete dataset.
trainData	A data.frame representing the training data, which should be a subset of data.
id	The trajectory identifier variable.

See Also

createTrainDataFolds

Other validation methods: createTestDataFolds(), createTrainDataFolds(), latrendBoot(), latrendCV(), lcModel-data-filters

Examples

data(latrendData)

if (require("caret")) {
  trainDataList <- createTrainDataFolds(latrendData, id = "Id", folds = 10)
  testData1 <- createTestDataFold(latrendData, trainDataList[[1]], id = "Id")
}

philips-software/latrend documentation built on July 16, 2025, 5:43 p.m.