DSD_Target | R Documentation |
A data stream generator that generates a data stream in the shape of a target. It has a single Gaussian cluster in the center and a ring that surrounds it.
DSD_Target( center_sd = 0.05, center_weight = 0.5, ring_r = 0.2, ring_sd = 0.02, noise = 0 )
center_sd |
standard deviation of center |
center_weight |
proportion of points in center |
ring_r |
average ring radius |
ring_sd |
standard deviation of ring radius |
noise |
proportion of noise |
This DSD will produce a singular Gaussian cluster in the center with a ring around it.
Returns a DSD_Target
object.
Michael Hahsler
Other DSD:
DSD_BarsAndGaussians()
,
DSD_Benchmark()
,
DSD_Cubes()
,
DSD_Gaussians()
,
DSD_MG()
,
DSD_Memory()
,
DSD_Mixture()
,
DSD_NULL()
,
DSD_ReadDB()
,
DSD_ReadStream()
,
DSD_UniformNoise()
,
DSD_mlbenchData()
,
DSD_mlbenchGenerator()
,
DSD()
,
DSF()
,
animate_data()
,
close_stream()
,
get_points()
,
plot.DSD()
,
reset_stream()
# create data stream with three clusters in 2D stream <- DSD_Target() get_points(stream, n = 5) plot(stream)
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