Package: A3 1.0.0
A3: Accurate, Adaptable, and Accessible Error Metrics for Predictive Models
Supplies tools for tabulating and analyzing the results of predictive models. The methods employed are applicable to virtually any predictive model and make comparisons between different methodologies straightforward.
Authors:
A3_1.0.0.tar.gz
A3_1.0.0.zip(r-4.5)A3_1.0.0.zip(r-4.4)A3_1.0.0.zip(r-4.3)
A3_1.0.0.tgz(r-4.4-any)A3_1.0.0.tgz(r-4.3-any)
A3_1.0.0.tar.gz(r-4.5-noble)A3_1.0.0.tar.gz(r-4.4-noble)
A3_1.0.0.tgz(r-4.4-emscripten)A3_1.0.0.tgz(r-4.3-emscripten)
A3.pdf |A3.html✨
A3/json (API)
NEWS
| # Install 'A3' in R: |
| install.packages('A3', repos = c('https://scottfr.r-universe.dev', 'https://cloud.r-project.org')) |
- housing - Boston Housing Prices
- multifunctionality - Ecosystem Multifunctionality
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 9 years agofrom:26847d7d20
Exports:a3a3.basea3.gen.autocora3.gen.bootstrapa3.gen.defaulta3.gen.normala3.gen.resamplea3.lma3.r2plot.A3plotPredictionsplotSlopesprint.A3xtable.A3
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| A3 Error Metrics for Predictive Models | A3-package |
| A3 Results for Arbitrary Model | a3 |
| Base A3 Results Calculation | a3.base |
| Stochastic Data Generators | a3.gen.autocor a3.gen.bootstrap a3.gen.default a3.gen.normal a3.gen.resample |
| A3 for Linear Regressions | a3.lm |
| Cross-Validated R^2 | a3.r2 |
| Boston Housing Prices | housing |
| Ecosystem Multifunctionality | multifunctionality |
| Plot A3 Results | plot.A3 |
| Plot Predicted versus Observed | plotPredictions |
| Plot Distribution of Slopes | plotSlopes |
| Print Fit Results | print.A3 |
| Nicely Formatted Fit Results | xtable.A3 |
