ModelComparison {PDATK} | R Documentation |
ModelComparison Constructor
ModelComparison(model1, model2, ...)
model1 |
An object with a |
model2 |
An object with a |
... |
Not used. |
A ModelComparison
object, which is a wrapper for DataFrame
which is used for method dispatch.
data(sampleValPCOSPmodel) data(sampleClinicalModel) data(sampleCohortList) # Set parallelization settings BiocParallel::register(BiocParallel::SerialParam()) # Train the models trainedClinicalModel <- trainModel(sampleClinicalModel) # Predict risk/risk-class clinicalPredCohortL <- predictClasses(sampleCohortList[c('PCSI', 'TCGA')], model=trainedClinicalModel) # Validate the models validatedClinicalModel <- validateModel(trainedClinicalModel, valData=clinicalPredCohortL) # Compare the models modelComp <- ModelComparison(sampleValPCOSPmodel, validatedClinicalModel) head(modelComp)