R6 class of the ROCR tool

Format

An R6 class object.

Details

ToolROCR is a wrapper class for the ROCR tool, which is an R library that provides calculations of various performance evaluation measures.

See also

This class is derived from ToolIFBase. create_toolset for creating a list of tools.

Super class

prcbench::ToolIFBase -> ToolROCR

Methods

Public methods

Inherited methods

Method clone()

The objects of this class are cloneable with this method.

Usage

ToolROCR$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

Examples

## Initialization toolrocr <- ToolROCR$new() ## Show object info toolrocr
#> #> === Tool interface === #> #> Tool name: ROCR #> Calculate AUC score: Yes #> Store results: Yes #> Prediction performed: No #> Available methods: call(testset, calc_auc, store_res) #> get_toolname() #> set_toolname(toolname) #> get_setname() #> set_setname(setname) #> get_result() #> get_x() #> get_y() #> get_auc() #> Help file: help("ToolROCR")
## create_toolset should be used for benchmarking and curve evaluation toolrocr2 <- create_toolset("ROCR")