Package: h2otools 0.4
E. F. Haghish
h2otools: Machine Learning Model Evaluation for 'h2o' Package
Enhances the H2O platform by providing tools for detailed evaluation of machine learning models. It includes functions for bootstrapped performance evaluation, extended F-score calculations, and various other metrics, aimed at improving model assessment.
Authors:
h2otools_0.4.tar.gz
h2otools_0.4.zip(r-4.7)h2otools_0.4.zip(r-4.6)h2otools_0.4.zip(r-4.5)
h2otools_0.4.tgz(r-4.6-any)h2otools_0.4.tgz(r-4.5-any)
h2otools_0.4.tar.gz(r-4.7-any)h2otools_0.4.tar.gz(r-4.6-any)
h2otools_0.4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
h2otools/json (API)
| # Install 'h2otools' in R: |
| install.packages('h2otools', repos = c('https://haghish.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/haghish/h2otools/issues
Last updated from:d1c5f29e55. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 133 | ||
| source / vignettes | OK | 220 | ||
| linux-release-x86_64 | OK | 135 | ||
| macos-release-arm64 | OK | 111 | ||
| macos-oldrel-arm64 | OK | 87 | ||
| windows-devel | OK | 76 | ||
| windows-release | OK | 90 | ||
| windows-oldrel | OK | 82 | ||
| wasm-release | OK | 113 |
Exports:automlModelParambootImportancebootPerformancecapturecheckFrameFmeasuregetPerfMatrixh2o.get_idskappaperformance
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| AutoML Models' Parameters Summary | automlModelParam |
| Bootstrap Variable Importance And Averaged Grid Variable Importance | bootImportance |
| bootPerformance | bootPerformance |
| Capture Evaluation Side Effects | capture |
| check input data.frame | checkFrame |
| F-Measure | Fmeasure |
| getPerfMatrix | getPerfMatrix |
| h2o.get_ids | h2o.get_ids |
| kappa | kappa |
| provides performance measures using objects from h2o | performance |