| ConfMatrix {D2MCS} | R Documentation |
Confusion matrix wrapper.
Description
Creates a R6 confusion matrix from the
confusionMatrix caret package.
Methods
Public methods
Method new()
Method to create a confusion matrix object from a
caret confusionMatrix
Usage
ConfMatrix$new(confMatrix)
Arguments
confMatrixA
caretconfusionMatrix argument.
Method getConfusionMatrix()
The function obtains the confusionMatrix
following the same structured as defined in the caret package
Usage
ConfMatrix$getConfusionMatrix()
Returns
A confusionMatrix object.
Method getTP()
The function is used to compute the number of True Positive values achieved.
Usage
ConfMatrix$getTP()
Returns
A numeric vector of size 1.
Method getTN()
The function computes the True Negative values.
Usage
ConfMatrix$getTN()
Returns
A numeric vector of size 1.
Method getFN()
The function returns the number of Type II errors (False Negative).
Usage
ConfMatrix$getFN()
Returns
A numeric vector of size 1.
Method getFP()
The function returns the number of Type I errors (False Negative).
Usage
ConfMatrix$getFP()
Returns
A numeric vector of size 1.
Method clone()
The objects of this class are cloneable with this method.
Usage
ConfMatrix$clone(deep = FALSE)
Arguments
deepWhether to make a deep clone.
See Also
D2MCS, MeasureFunction,
ClassificationOutput