plot.jointmotbf: Bidimensional plots for "jointmotbf" objects

In MoTBFs: Learning Hybrid Bayesian Networks using Mixtures of Truncated Basis Functions

Bidimensional plots for 'jointmotbf' objects

Description

PLot the perpective and the contour plots for joint MoTBF functions.

Usage

## S3 method for class 'jointmotbf'
plot(
  x,
  type = "contour",
  ranges = NULL,
  orientation = c(5, -30),
  data = NULL,
  filled = TRUE,
  ticktype = "simple",
  ...
)

Arguments

x	An object of class 'jointmotbf'.
type	A "character" string, either contour or perspective. It is set to "contour" by default.
ranges	A "numeric" matrix containing the domain of the variables, by columns, which is used to specify the plotting range.
orientation	A "numeric" vector indicating the perpective of the plot in degrees. By default, it is set to (5,-30).
data	An object of class "data.frame" containing two columns only. This argument is used to draw the points over the main plot. By default, it is set to NULL.
filled	A logical argument; it is only used if type = "contour". is active. By default, it is TRUE, so filled contours are plotted.
ticktype	A "character" string, either simple or detailed. By default, it is set to "simple", which draws just an arrow parallel to the axis to indicate direction of increase. In contrast, "detailed" draws normal ticks. This argument is only used in the "perspective" plot.
...	Further arguments to be passed to plot.

Value

A plot of the joint MoTBF.

See Also

jointMoTBF

Examples

## 1 .EXAMPLE
## Dataset
X <- data.frame(rnorm(500), rnorm(500))

## Joint function
dim <- c(3,3) 
param1 <- parametersJointMoTBF(X, dimensions = dim)
P <- jointMoTBF(param1)
P

## Plots
plot(P)
plot(P, type = "perspective", orientation = c(90,0))

#############################################################################
## MORE EXAMPLES ############################################################
#############################################################################

## Dataset
X <- data.frame(rnorm(200,2), rexp(200, 1))

## Joint function
dim <- c(4,5)
param2 <- parametersJointMoTBF(X, dimensions = dim)
P <- jointMoTBF(param2)
P

## Plots
plot(P)
plot(P, filled = FALSE, data = X)
plot(P, type = "perspective", orientation = c(10,180))

MoTBFs documentation built on April 18, 2022, 5:06 p.m.