setEnsembleFromFiles.Rd
Create setting for creating ensemble from model settings
setEnsembleFromFiles(fileVector, filterSettings, combinerSettings)
A vector of files containing the location of the
PatientLevelPrediction::runPlp()
results
Setting specifying rules to use to filter (remove) any model specified in the list of model designs that performs insufficiently (these models get ignored from the ensemble)
Settings specifying how to combine the remaining models into an ensemble
if (FALSE) {
ensembleSettings <- setEnsembleFromFiles(fileVector = c("./result1", "./result2", "./result3"),
filterSettings = list(minValue = 0.5, maxValue = 1),
combinerSettings = createFusionCombiner(type = "uniform",
evaluation = "CV",
scaleFunction = "normalize"))
}