valmetrics v1.0.0
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Metrics and Plots for Model Evaluation
Functions for metrics and plots for model evaluation. Based on vectors of observed and predicted values. Method: Kristin Piikki, Johanna Wetterlind, Mats Soderstrom and Bo Stenberg (2021). <doi:10.1111/SUM.12694>.
Functions in valmetrics
| Name | Description | |
| lccc | lccc | |
| ac | ac | |
| lc | lc | |
| e | e | |
| allmetrics | allmetrics | |
| adjr2 | adjr2 | |
| aic | aic | |
| me | me | |
| mare | mare | |
| mape | mape | |
| rmse | rmse | |
| mse | mse | |
| rpd | rpd | |
| skew | skew | |
| msdr | msdr | |
| iqr | iqr | |
| precision | precision | |
| nrmse | nrmse | |
| smape | smape | |
| nmse | nmse | |
| mde | mde | |
| mdse | mdse | |
| valplot | valplot | |
| nu | nu | |
| rmdse | rmdse | |
| r2 | r2 | |
| r | r | |
| sse | sse | |
| sst | sst | |
| rpiq | rpiq | |
| sde | sde | |
| mae | mae | |
| mad | mad | |
| No Results! | ||
Vignettes of valmetrics
| Name | ||
| fig1.jpg | ||
| fig2.jpg | ||
| fig3.jpg | ||
| fig4.jpg | ||
| notes.Rmd | ||
| No Results! | ||
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Details
| Type | Package |
| License | MIT + file LICENSE |
| Encoding | UTF-8 |
| LazyData | true |
| RoxygenNote | 7.1.1 |
| VignetteBuilder | knitr |
| NeedsCompilation | no |
| Packaged | 2021-01-09 16:51:10 UTC; piikki |
| Repository | CRAN |
| Date/Publication | 2021-01-13 15:30:02 UTC |
| suggests | knitr , markdown , roxygen2 |
| depends | R (>= 4.0.0) |
| Contributors | Johanna Wetterlind, Mats Soderstrom, Bo Stenberg |
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