Package: prcbench 1.1.8
Takaya Saito
prcbench: Testing Workbench for Precision-Recall Curves
A testing workbench to evaluate tools that calculate precision-recall curves. Saito and Rehmsmeier (2015) <doi:10.1371/journal.pone.0118432>.
Authors:
prcbench_1.1.8.tar.gz
prcbench_1.1.8.zip(r-4.5)prcbench_1.1.8.zip(r-4.4)prcbench_1.1.8.zip(r-4.3)
prcbench_1.1.8.tgz(r-4.4-x86_64)prcbench_1.1.8.tgz(r-4.4-arm64)prcbench_1.1.8.tgz(r-4.3-x86_64)prcbench_1.1.8.tgz(r-4.3-arm64)
prcbench_1.1.8.tar.gz(r-4.5-noble)prcbench_1.1.8.tar.gz(r-4.4-noble)
prcbench_1.1.8.tgz(r-4.4-emscripten)prcbench_1.1.8.tgz(r-4.3-emscripten)
prcbench.pdf |prcbench.html✨
prcbench/json (API)
NEWS
| # Install 'prcbench' in R: |
| install.packages('prcbench', repos = c('https://evalclass.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/evalclass/prcbench/issues
Last updated 2 years agofrom:012ac61f5a. Checks:OK: 9. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 02 2024 |
| R-4.5-win-x86_64 | OK | Sep 02 2024 |
| R-4.5-linux-x86_64 | OK | Sep 02 2024 |
| R-4.4-win-x86_64 | OK | Sep 02 2024 |
| R-4.4-mac-x86_64 | OK | Sep 02 2024 |
| R-4.4-mac-aarch64 | OK | Sep 02 2024 |
| R-4.3-win-x86_64 | OK | Sep 02 2024 |
| R-4.3-mac-x86_64 | OK | Sep 02 2024 |
| R-4.3-mac-aarch64 | OK | Sep 02 2024 |
Exports:autoplotcreate_example_funccreate_testsetcreate_toolsetcreate_usrdatacreate_usrtoolrun_benchmarkrun_evalcurveTestDataBTestDataCToolAUCCalculatorToolIFBaseToolPerfMeasToolprecrecToolPRROCToolROCR
Dependencies:assertthatbitopscachemcaToolsclicolorspacedata.tablefansifarverfastmapggplot2gluegplotsgridExtragtablegtoolsisobandKernSmoothlabelinglatticelifecyclemagrittrMASSMatrixmemoisemgcvmunsellnlmepillarpkgconfigprecrecPRROCR6RColorBrewerRcpprlangROCRscalestibbleutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Plot the result of Precision-Recall curve evaluation | autoplot autoplot.evalcurve |
| C1: Pre-calculated Precision-Recall curve | C1DATA |
| C2: Pre-calculated Precision-Recall curve | C2DATA |
| C3: Pre-calculated Precision-Recall curve | C3DATA |
| C4: Pre-calculated Precision-Recall curve | C4DATA |
| Create an example for the func argument of the create_usrtool function | create_example_func |
| Create a list of test datasets | create_testset |
| Create a set of tools | create_toolset |
| Create a user-defined test dataset | create_usrdata |
| Create a set of tools | create_usrtool |
| prcbench: A package to provide a testing workbench for precision-recall curves | prcbench |
| Run microbenchmark with specified tools and test sets | run_benchmark |
| Evaluate Precision-Recall curves with specified tools and test sets | run_evalcurve |
| TestDataB | TestDataB |
| TestDataC | TestDataC |
| ToolAUCCalculator | ToolAUCCalculator |
| ToolIFBase | ToolIFBase |
| ToolPerfMeas | ToolPerfMeas |
| Toolprecrec | Toolprecrec |
| ToolPRROC | ToolPRROC |
| ToolROCR | ToolROCR |
