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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

install.packages('prcbench')

Monthly Downloads

577

Version

0.1.0

License

GPL-3

Issues

0

Pull Requests

0

Stars

5

Forks

1

Maintainer

Takaya Saito

Last Published

January 8th, 2016

Functions in prcbench (0.1.0)

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