Description Usage Arguments Value Note
Generate a list of ROCit
objects or RMSEit
for different datasets
1 2 |
fit |
a |
datatype |
a named character representing the accuracy object be built on either "train" or "test" data, user can include both |
testdata |
a list of length two containing a named slot for the matrix of predictors (pred) and the vector of classes (class) |
modelKeep |
a logical indicating whether the original model object should be stored, default is FALSE |
... |
additional arguments passed to |
a list with the following:
method - the train
method used to fit the model
summaryTr - the ROCit
or RMSEit
for the training data
summaryTe - the ROCit
RMSEit
for the test data
time - the time reported for the model to run, taken from the train
object if available
metricSD - the standard deviation of the metric for the best model reported by train
The values presented are for the optimal threshold as computed by the roc
function for ROC objects.
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