| SummaryFunction {D2MCS} | R Documentation |
Abstract class to computing performance across resamples.
Description
Abstract used as template to define customized metrics to compute model performance during train.
Details
This class is an archetype, so it cannot be instantiated.
Methods
Public methods
Method new()
The function carries out the initialization of parameters during runtime.
Usage
SummaryFunction$new(measures)
Arguments
measuresA character vector with the measures used.
Method execute()
Abstract function used to implement the performance
calculator method. To guarantee a proper operation, this method is
automatically invoked by D2MCS framework.
Usage
SummaryFunction$execute()
Method getMeasures()
The function obtains the measures used to compute the performance across resamples.
Usage
SummaryFunction$getMeasures()
Returns
A character vector of NULL if measures are not defined.
Method clone()
The objects of this class are cloneable with this method.
Usage
SummaryFunction$clone(deep = FALSE)
Arguments
deepWhether to make a deep clone.
See Also
[Package D2MCS version 1.0.1 Index]