plotRMSE.regres: RMSE plot for regression results

In mdatools: Multivariate Data Analysis for Chemometrics

RMSE plot for regression results

Description

Shows plot with RMSE values vs. model complexity (e.g. number of components).

Usage

## S3 method for class 'regres'
plotRMSE(
  obj,
  ny = 1,
  type = "b",
  xticks = seq_len(obj$ncomp),
  labels = "values",
  show.plot = TRUE,
  ylab = paste0("RMSE (", obj$respnames[ny], ")"),
  ...
)

Arguments

obj	regression results (object of class regres)
ny	number of predictor to show the plot for (if y is multivariate)
type	type of the plot
xticks	vector with ticks for x-axis
labels	what to use as labels ("names", "values" or "indices")
show.plot	logical, show plot or just return plot data
ylab	label for y-axis
...	other plot parameters (see mdaplot for details)

mdatools documentation built on Sept. 11, 2024, 7:59 p.m.