autoplot.caps: Visualizes the result of a clustering strategy stored in a...

In fdacluster: Joint Clustering and Alignment of Functional Data

Visualizes the result of a clustering strategy stored in a caps object with ggplot2

Description

This function creates a visualization of the result of the k-mean alignment algorithm and invisibly returns the corresponding ggplot2::ggplot object which enable further customization of the plot. The user can choose to visualize either the amplitude information data in which case original and aligned curves are shown or the phase information data in which case the estimated warping functions are shown.

Usage

## S3 method for class 'caps'
autoplot(object, type = c("amplitude", "phase"), ...)

Arguments

object	An object of class caps.
type	A string specifying the type of information to display. Choices are "amplitude" for plotting the original and aligned curves which represent amplitude information data or "phase" for plotting the corresponding warping functions which represent phase information data. Defaults to "amplitude".
...	Not used.

Value

A ggplot2::ggplot object invisibly.

Examples

ggplot2::autoplot(sim30_caps, type = "amplitude")
ggplot2::autoplot(sim30_caps, type = "phase")

fdacluster documentation built on July 9, 2023, 6:45 p.m.