prcbench: Testing Workbench for Precision-Recall Curves
Version 0.7.3

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

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AuthorTakaya Saito [aut, cre], Marc Rehmsmeier [aut]
Date of publication2017-04-20 08:39:10 UTC
MaintainerTakaya Saito <takaya.saito@outlook.com>
LicenseGPL-3
Version0.7.3
URL http://takayasaito.github.io/prcbench/ https://github.com/takayasaito/prcbench
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("prcbench")

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

Functions

C1DATA Man page
C2DATA Man page
C3DATA Man page
C4DATA Man page
TestDataB Man page
TestDataC Man page
ToolAUCCalculator Man page
ToolIFBase Man page
ToolPRROC Man page
ToolPerfMeas Man page
ToolROCR Man page
Toolprecrec Man page
add_cat_labels Source code
auccalc_wrapper Source code
autoplot.evalcurve Man page Source code
combine_plots Source code
create_benchtest Source code
create_curvetest Source code
create_example_func Man page Source code
create_plots Source code
create_testset Man page Source code
create_toolobjs Source code
create_toolset Man page Source code
create_usrdata Man page Source code
create_usrtool Man page Source code
del_auc_files Source code
eval_epoint Source code
eval_fpoint Source code
eval_intpts Source code
eval_x_range Source code
eval_y_range Source code
get_base_points Source code
get_row_col Source code
get_uniq_labels Source code
load_java_obj Source code
make_titles Source code
plot_base Source code
plot_curves Source code
plot_grob Source code
pm_wrapper Source code
prcbench Man page
prcbench-package Man page
precrec_wrapper Source code
predict_curves Source code
prepare_init Source code
print.benchmark Source code
print.evalcurve Source code
prroc_wrapper Source code
rename_tool_names Source code
rocr_wrapper Source code
run_benchmark Man page Source code
run_curve_tests Source code
run_evalcurve Man page Source code
summarize_cat_scores Source code
summarize_scores Source code
time_tool Source code
validate_autoplot_evalcurve_args Source code
validate_create_testset_args Source code
validate_create_toolset_args Source code
validate_create_usrdata Source code
validate_create_usrtool_args Source code
validate_labels Source code
validate_prcdata Source code
validate_print_benchmark_args Source code
validate_print_evalcurve_args Source code
validate_run_benchmark_args Source code
validate_run_evalcurve_args Source code
validate_scores Source code
write_auccalc_input_file Source code

Files

inst
inst/CITATION
inst/java
inst/java/auc2.jar
inst/doc
inst/doc/introduction.R
inst/doc/introduction.html
inst/doc/introduction.Rmd
tests
tests/testthat.R
tests/testthat
tests/testthat/test_main_evalcurves.R
tests/testthat/test_tool_precrec.R
tests/testthat/test_main_benchmark.R
tests/testthat/test_tool_userd.R
tests/testthat/test_data_userd.R
tests/testthat/test_tool_tools.R
tests/testthat/test_data_testdata.R
tests/testthat/test_plot_autoplot.R
tests/testthat/test_data_curve.R
tests/testthat/test_tool_prroc.R
tests/testthat/test_data_bench.R
tests/testthat/test_tool_base.R
tests/testthat/test_tool_auccalc.R
tests/testthat/test_print.R
tests/testthat/test_tool_pm.R
tests/testthat/test_tool_rocr.R
NAMESPACE
NEWS.md
data
data/C4DATA.rda
data/C1DATA.rda
data/C2DATA.rda
data/C3DATA.rda
R
R/tool_rlib.R
R/main_evalcurves.R
R/prcbench.R
R/data_zzz.R
R/data_interface.R
R/g_autoplot.R
R/tool_java.R
R/main_benchmark.R
R/tool_interface.R
R/g_print.R
R/tool_zzz.R
vignettes
vignettes/introduction.Rmd
README.md
MD5
java
java/README.md
java/auc2
java/auc2/auc2.iml
java/auc2/src
java/auc2/src/auc2
java/auc2/src/auc2/AUCWrapper.java
java/auc2/lib
java/auc2/lib/auc.jar
java/auc2/data
java/auc2/data/list.txt
java/auc2/build.xml
java/auc2/bin
java/auc2/bin/auc2
java/auc2/bin/auc2/AUCWrapper.class
build
build/vignette.rds
DESCRIPTION
man
man/C1DATA.Rd
man/C2DATA.Rd
man/ToolPerfMeas.Rd
man/ToolIFBase.Rd
man/C4DATA.Rd
man/run_benchmark.Rd
man/TestDataB.Rd
man/create_example_func.Rd
man/autoplot.Rd
man/TestDataC.Rd
man/Toolprecrec.Rd
man/create_usrtool.Rd
man/ToolPRROC.Rd
man/prcbench.Rd
man/C3DATA.Rd
man/create_toolset.Rd
man/create_usrdata.Rd
man/ToolROCR.Rd
man/run_evalcurve.Rd
man/ToolAUCCalculator.Rd
man/create_testset.Rd
prcbench documentation built on May 20, 2017, 2:07 a.m.