plotRMSE.regres {mdatools}

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)