createValidationSettings define optional settings for performing external validation — createValidationSettings • PatientLevelPrediction

This function creates the settings required by externalValidatePlp

Usage

createValidationSettings(recalibrate = NULL, runCovariateSummary = TRUE)

Arguments

recalibrate: A vector of characters specifying the recalibration method to apply
runCovariateSummary: Whether to run the covariate summary for the validation data

Value

A setting object of class validationSettings containing a list of settings for externalValidatePlp

Details

Users need to specify whether they want to sample or recalibate when performing external validation

Examples

# do weak recalibration and don't run covariate summary
createValidationSettings(recalibrate = "weakRecalibration", 
                         runCovariateSummary = FALSE)
#> $recalibrate
#> [1] "weakRecalibration"
#> 
#> $runCovariateSummary
#> [1] FALSE
#> 
#> attr(,"class")
#> [1] "validationSettings"