Example: Poisson regression with glm() | Setup | Test the arguments of the prediction algorithm | Visualise predictive performance | Optimal arguments
Package: testarguments 0.0.1
testarguments: Test (Multiple) Arguments of a User-Defined Prediction Algorithm
Finding the best values for user-specified arguments of a prediction algorithm can be difficult, particularly if there is an interaction between argument levels. This package automates the testing of any user-defined prediction algorithm over an arbitrary number of arguments. It includes functions for testing the algorithm over the given arguments with respect to an arbitrary number of user-defined diagnostics, visualising the results of these tests, and finding the optimal argument combinations with respect to each diagnostic.
Authors:
testarguments_0.0.1.tar.gz
testarguments_0.0.1.zip(r-4.7-any)testarguments_0.0.1.zip(r-4.6-any)testarguments_0.0.1.zip(r-4.5-any)
testarguments_0.0.1.tgz(r-4.6-any)testarguments_0.0.1.tgz(r-4.5-any)
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testarguments_0.0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
testarguments/json (API)
| # Install 'testarguments' in R: |
| install.packages('testarguments', repos = c('https://mattsainsburydale.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:39332fed3c. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 163 | ||
| source / vignettes | OK | 160 | ||
| linux-release | OK | 121 | ||
| macos-release | OK | 167 | ||
| macos-oldrel | OK | 182 | ||
| windows-devel | OK | 108 | ||
| windows-release | OK | 86 | ||
| windows-oldrel | OK | 76 | ||
| wasm-release | OK | 96 |
Exports:optimal_argumentsplot_diagnosticstest_arguments
Dependencies:clicpp11dplyrfarvergenericsggplot2gluegtableisobandlabelinglifecyclemagrittrpillarpkgconfigplyrR6RColorBrewerRcppreshape2rlangS7scalesstringistringrtibbletidyselectutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Combine objects of class ''testargs'' | c,testargs-method |
| Find the optimal combinations of arguments for each diagnostic | optimal_arguments |
| Visualise diagnostics across the tested arguments | plot_diagnostics |
| Test (multiple) arguments of a prediction algorithm | test_arguments |
| ''testargs'' class | testargs-class |