| TestDataB {prcbench} | R Documentation |
TestDataB
Description
R6 class of test data set for performance evaluation tools.
Format
An R6 class object.
Details
TestDataB is a class that contains scores and label for performance
evaluation tools. It provides necessary methods for benchmarking.
Methods
Public methods
Method new()
Default class initialization method.
Usage
TestDataB$new(scores = NULL, labels = NULL, tsname = NA)
Arguments
scoresA vector of scores.
labelsA vector of labels.
tsnameA dataset name.
Method get_tsname()
Get the dataset name.
Usage
TestDataB$get_tsname()
Method get_scores()
Get a vector of scores.
Usage
TestDataB$get_scores()
Method get_labels()
Get a vector of labels.
Usage
TestDataB$get_labels()
Method get_fg()
Get a vector of positive scores.
Usage
TestDataB$get_fg()
Method get_bg()
Get a vector of negative scores.
Usage
TestDataB$get_bg()
Method get_fname()
Get a file name that contains scores and labels.
Usage
TestDataB$get_fname()
Method del_file()
Delete the file with scores and labels.
Usage
TestDataB$del_file()
Method print()
Pretty print of the test dataset.
Usage
TestDataB$print(...)
Arguments
...Not used.
Method clone()
The objects of this class are cloneable with this method.
Usage
TestDataB$clone(deep = FALSE)
Arguments
deepWhether to make a deep clone.
See Also
create_testset for creating a list of test datasets.
TestDataC is derived from this class for curve evaluation.
Examples
## Initialize with scores, labels, and a dataset name
testset <- TestDataB$new(c(0.1, 0.2, 0.3), c(0, 1, 1), "m1")
testset