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-4.5)h2otools_0.4.zip(r-4.4)h2otools_0.4.zip(r-4.3)
h2otools_0.4.tgz(r-4.5-any)h2otools_0.4.tgz(r-4.4-any)h2otools_0.4.tgz(r-4.3-any)
h2otools_0.4.tar.gz(r-4.5-noble)h2otools_0.4.tar.gz(r-4.4-noble)
h2otools_0.4.tgz(r-4.4-emscripten)h2otools_0.4.tgz(r-4.3-emscripten)
h2otools.pdf |h2otools.html✨
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 9 days agofrom:d1c5f29e55. Checks:9 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Mar 17 2025 |
| R-4.5-win | OK | Mar 17 2025 |
| R-4.5-mac | OK | Mar 17 2025 |
| R-4.5-linux | OK | Mar 17 2025 |
| R-4.4-win | OK | Mar 17 2025 |
| R-4.4-mac | OK | Mar 17 2025 |
| R-4.4-linux | OK | Mar 17 2025 |
| R-4.3-win | OK | Mar 17 2025 |
| R-4.3-mac | OK | Mar 17 2025 |
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 |