prcbench: Testing Workbench for Precision-Recall Curves

A testing workbench for evaluating precision-recall curves under various conditions.

Author
Takaya Saito [aut, cre], Marc Rehmsmeier [aut]
Date of publication
2016-11-22 09:07:07
Maintainer
Takaya Saito <takaya.saito@outlook.com>
License
GPL-3
Version
0.6.2
URLs

View on CRAN

Man pages

autoplot
Plot the result of Precision-Recall curve evaluation
C1DATA
C1: Pre-calculated Precision-Recall curve
C2DATA
C2: Pre-calculated Precision-Recall curve
C3DATA
C3: Pre-calculated Precision-Recall curve
C4DATA
C4: Pre-calculated Precision-Recall curve
create_example_func
Create an example for the func argument of the create_usrtool...
create_testset
Create a list of test datasets
create_toolset
Create a set of tools
create_usrdata
Create a user-defined test dataset
create_usrtool
Create a set of tools
prcbench
prcbench: A package to provide a testing workbench for...
run_benchmark
Run microbenchmark with specified tools and test sets
run_evalcurve
Evaluate Precision-Recall curves with specified tools and...
TestDataB
R6 class of test dataset for performance evaluation tools
TestDataC
R6 class of test dataset for Precision-Recall curve...
ToolAUCCalculator
R6 class of the AUCCalculator tool
ToolIFBase
Base class of performance evaluation tools
ToolPerfMeas
R6 class of the PerfMeas tool
Toolprecrec
R6 class of the precrec tool
ToolPRROC
R6 class of the PRROC tool
ToolROCR
R6 class of the ROCR tool

Files in this package

prcbench
prcbench/inst
prcbench/inst/CITATION
prcbench/inst/java
prcbench/inst/java/auc2.jar
prcbench/inst/doc
prcbench/inst/doc/introduction.R
prcbench/inst/doc/introduction.html
prcbench/inst/doc/introduction.Rmd
prcbench/tests
prcbench/tests/testthat.R
prcbench/tests/testthat
prcbench/tests/testthat/test_main_evalcurves.R
prcbench/tests/testthat/test_tool_precrec.R
prcbench/tests/testthat/test_main_benchmark.R
prcbench/tests/testthat/test_tool_userd.R
prcbench/tests/testthat/test_data_userd.R
prcbench/tests/testthat/test_tool_tools.R
prcbench/tests/testthat/test_data_testdata.R
prcbench/tests/testthat/test_plot_autoplot.R
prcbench/tests/testthat/test_data_curve.R
prcbench/tests/testthat/test_tool_prroc.R
prcbench/tests/testthat/test_data_bench.R
prcbench/tests/testthat/test_tool_base.R
prcbench/tests/testthat/test_tool_auccalc.R
prcbench/tests/testthat/test_print.R
prcbench/tests/testthat/test_tool_pm.R
prcbench/tests/testthat/test_tool_rocr.R
prcbench/NAMESPACE
prcbench/NEWS.md
prcbench/data
prcbench/data/C4DATA.rda
prcbench/data/C1DATA.rda
prcbench/data/C2DATA.rda
prcbench/data/C3DATA.rda
prcbench/R
prcbench/R/tool_rlib.R
prcbench/R/main_evalcurves.R
prcbench/R/prcbench.R
prcbench/R/data_zzz.R
prcbench/R/data_interface.R
prcbench/R/g_autoplot.R
prcbench/R/tool_java.R
prcbench/R/main_benchmark.R
prcbench/R/tool_interface.R
prcbench/R/g_print.R
prcbench/R/tool_zzz.R
prcbench/vignettes
prcbench/vignettes/introduction.Rmd
prcbench/README.md
prcbench/MD5
prcbench/java
prcbench/java/README.md
prcbench/java/auc2
prcbench/java/auc2/auc2.iml
prcbench/java/auc2/src
prcbench/java/auc2/src/auc2
prcbench/java/auc2/src/auc2/AUCWrapper.java
prcbench/java/auc2/lib
prcbench/java/auc2/lib/auc.jar
prcbench/java/auc2/data
prcbench/java/auc2/data/list.txt
prcbench/java/auc2/build.xml
prcbench/java/auc2/bin
prcbench/java/auc2/bin/auc2
prcbench/java/auc2/bin/auc2/AUCWrapper.class
prcbench/build
prcbench/build/vignette.rds
prcbench/DESCRIPTION
prcbench/man
prcbench/man/C1DATA.Rd
prcbench/man/C2DATA.Rd
prcbench/man/ToolPerfMeas.Rd
prcbench/man/ToolIFBase.Rd
prcbench/man/C4DATA.Rd
prcbench/man/run_benchmark.Rd
prcbench/man/TestDataB.Rd
prcbench/man/create_example_func.Rd
prcbench/man/autoplot.Rd
prcbench/man/TestDataC.Rd
prcbench/man/Toolprecrec.Rd
prcbench/man/create_usrtool.Rd
prcbench/man/ToolPRROC.Rd
prcbench/man/prcbench.Rd
prcbench/man/C3DATA.Rd
prcbench/man/create_toolset.Rd
prcbench/man/create_usrdata.Rd
prcbench/man/ToolROCR.Rd
prcbench/man/run_evalcurve.Rd
prcbench/man/ToolAUCCalculator.Rd
prcbench/man/create_testset.Rd