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
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Vignettes of valmetrics

Name
fig1.jpg
fig2.jpg
fig3.jpg
fig4.jpg
notes.Rmd
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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

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