plot.ddsPLS {ddsPLS}

Function to plot bootstrap performance results of the ddsPLS algorithm

Description

Function to plot bootstrap performance results of the ddsPLS algorithm

Usage

## S3 method for class 'ddsPLS'
plot(
  x,
  type = "criterion",
  digits = 1,
  legend.position = "topright",
  horiz = TRUE,
  biPlot = FALSE,
  las = 0,
  col = NULL,
  cex.names = 1,
  mar = c(5, 4, 4, 2) + 0.1,
  ...
)

Arguments

x

A ddsPLS object

type

The type of graphics. One of "criterion" (default), "total", "prop", "predict", "Q2r", "Q2", "R2r", "R2", "weightX", "weightY", "loadingX" or "loadingY".

digits

double. Rounding of the written explained variance.

legend.position

character. Where to put the legend.

horiz

boolean. Whether to plot horizontally.

biPlot

boolean wether or not to plot one component versus the other.

las

numeric in (0,1,2,3): the style of axis labels.

col

vector. Mainly to modify bars in weight plots.

cex.names

double. Size factor for variable names.

mar

vector. The margins for the plot.

...

Other plotting parameters to affect the plot.

See Also

ddsPLS, predict.ddsPLS, summary.ddsPLS