plot.slise: Plot the robust regression or explanation from slise

In edahelsinki/slise: Sparse Linear Subset Explanations

Plot the robust regression or explanation from slise

Description

Plot the robust regression or explanation from slise

Usage

## S3 method for class 'slise'
plot(x, type = NULL, title = NULL, ...)

Arguments

x	The slise object
type	The type of plot ("2D", "bar", "distribution", "mnist", "prediction", "wordcloud")
title	The title of the plot (may include a '%s', which will be replaced by the prediction)
...	Arguments passed on to plot.slise_2d, plot.slise_bar, plot.slise_distribution, plot.slise_mnist, plot.slise_prediction, plot.slise_wordcloud labels The axis labels (default: c("X", "Y") or c("x", "f(x)")) partial Should the raw ggplot2 objects be returned instead of directly plotting (default: FALSE) size The size of the plot elements (default: 2) signif The number of significant digits to display (default: 3) 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) treshold Treshold for ignored value (default: 1e-8) local Only display the words relevant for the explained item (default: TRUE)

Value

plot or ggplot2 objects

Examples

X <- matrix(rnorm(30), 30, 1)
Y <- runif(30, 0, 1)
plot(slise.fit(X, Y, epsilon = 0.1))

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