animate_data: Animates the Plotting of a Data Streams

In stream: Infrastructure for Data Stream Mining

Animates the Plotting of a Data Streams

Description

Generates an animation of a data stream.

Usage

animate_data(dsd, horizon = 100, n = 1000, wait = 0.1, plot.args = NULL, ...)

Arguments

dsd	a DSD object
horizon	the number of points displayed at once/used for evaluation.
n	the number of points to be plotted
wait	the time interval between each frame
plot.args	a list with plotting parameters for the clusters.
...	extra arguments are added to plot.args.

Details

Animations are recorded using the library animation and can be replayed (which gives a smoother experience since the is no more computation done) and saved in various formats (see Examples section below).

Note: You need to install package animation and its system requirements.

Author(s)

Michael Hahsler

See Also

animation::ani.replay() for replaying and saving animations.

Other DSD: DSD(), DSD_BarsAndGaussians(), DSD_Benchmark(), DSD_Cubes(), DSD_Gaussians(), DSD_MG(), DSD_Memory(), DSD_Mixture(), DSD_NULL(), DSD_ReadDB(), DSD_ReadStream(), DSD_Target(), DSD_UniformNoise(), DSD_mlbenchData(), DSD_mlbenchGenerator(), DSF(), close_stream(), get_points(), plot.DSD(), reset_stream()

Other plot: animate_cluster(), plot.DSC(), plot.DSD()

Examples

if (interactive()) {

stream <- DSD_Benchmark(1)
animate_data(stream, horizon = 100, n = 5000, xlim = c(0,1), ylim = c(0,1))

### animations can be replayed with the animation package
library(animation)
animation::ani.options(interval = .1) ## change speed
ani.replay()

### animations can also be saved as HTML, animated gifs, etc.
saveHTML(ani.replay())
}

stream documentation built on April 4, 2025, 1:02 a.m.