ModelComparison {PDATK}

R Documentation

ModelComparison Constructor

Description

ModelComparison Constructor

Usage

ModelComparison(model1, model2, ...)

Arguments

model1	An object with a validationStats method which returns a data.table. Probably this object should inherit from SurvivalModel.
model2	An object with a validationStats method which returns a data.table. Probably this object should inherit from SurvivalModel.
...	Not used.

Value

A ModelComparison object, which is a wrapper for DataFrame which is used for method dispatch.

Examples

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)

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