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prcbench (version 0.1.0)
Testing Workbench for Precision-Recall Curves
Description
A testing workbench for evaluating Precision-Recall curves under various conditions.
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install.packages('prcbench')
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301
Version
0.1.0
License
GPL-3
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5
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Repository
https://github.com/takayasaito/prcbench
Maintainer
Takaya Saito
Last Published
January 8th, 2016
Functions in prcbench (0.1.0)
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TestDataC
R6 class of test dataset for Precision-Recall curve evaluation
prcbench
prcbench: A package to provide a testing workbench for Precision-Recall curves
C1DATA
C1: Pre-calculated Precision-Recall curve
create_example_func
Create an example for the func argument of the create_usrtool function
C3DATA
C3: Pre-calculated Precision-Recall curve
Toolprecrec
R6 class of the precrec tool
ToolIFBase
Base class of performance evaluation tools
create_toolset
Create a set of tools
ToolPRROC
R6 class of the PRROC tool
C2DATA
C2: Pre-calculated Precision-Recall curve
ToolROCR
R6 class of the ROCR tool
create_usrdata
Create a user-defined test dataset
ToolAUCCalculator
R6 class of the AUCCalculator tool
TestDataB
R6 class of test dataset for performance evaluation tools
run_evalcurve
Evaluate Precision-Recall curves with specified tools and test sets
run_benchmark
Run microbenchmark with specified tools and test sets
create_testset
Create a list of test datasets
ToolPerfMeas
R6 class of the PerfMeas tool
create_usrtool
Create a set of tools
autoplot.evalcurve
Plot the result of Precision-Recall curve evaluation