evaluatemodel: Evaluate model on data

In NLeSC/EEG-epilepsy-diagnosis: Epilepsy detection with emotiv data

Description

Evaluates a model on test dataset

Usage

evaluatemodel(model,x,labels,proto_i,aggregateperid)

Arguments

model	Model produced by caret function train
x	Test data on which the model will be applied
labels	Data labels
proto_i	Protocol, 1 = eyes open, 2 = eyes closed, this is only used for logging and not for the evaluation
aggregateperid	Boolean to indicate whether features were aggregated per participant (TRUE) or not (FALSE)

Value

proto_i	same as input
test.acc	Test set accuracy
test.kappa	Test set Cohen's kappa coeficient
test.auc	Test set Area under the curve
test.confmatrix	Test set confusion matrix
test.sens	Test set sensitivity
aggregateperid	same as input

Author(s)

Vincent T van Hees

NLeSC/EEG-epilepsy-diagnosis documentation built on May 7, 2019, 6:02 p.m.