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valmetrics (version 1.0.0)

Metrics and Plots for Model Evaluation

Description

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). .

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Version

Install

install.packages('valmetrics')

Monthly Downloads

114

Version

1.0.0

License

MIT + file LICENSE

Maintainer

Kristin Piikki

Last Published

January 13th, 2021

Functions in valmetrics (1.0.0)

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