plot.slise_mnist: Plot the robust regression or explanation from slise as an...

In edahelsinki/slise: Sparse Linear Subset Explanations

Plot the robust regression or explanation from slise as an image

Description

Plot the robust regression or explanation from slise as an image

Usage

## S3 method for class 'slise_mnist'
plot(
  slise,
  title = NULL,
  labels = c("Low", "High"),
  partial = FALSE,
  width = floor(sqrt(ncol(slise$X))),
  height = width,
  plots = 1,
  enhance_colours = TRUE,
  ...,
  breaks = NULL
)

Arguments

slise	The slise object
title	The title of the plot (may include a '%s', which will be replaced by the prediction)
labels	The class labels (vector with two strings: c(y_low, y_high), default: c("Low", "High"))
partial	Should the raw ggplot2 objects be returned instead of directly plotting (default: FALSE)
width	The width of the image (width * height == ncol(X))
height	The height of the image (width * height == ncol(X))
plots	The number of plots to split the explanation into (default: 1)
enhance_colours	Increse the saturation of the explanation (default: TRUE)
...	Ignored parameters
breaks	Breaks for the countours, see 'ggplot2::stat_contour' (default: NULL)

Value

ggplot object(s) or plot

edahelsinki/slise documentation built on Aug. 24, 2023, 11:03 p.m.