Description Usage Arguments Value Author(s) See Also Examples
Generate a valid stream configuration.
1 2 3 | generate.stream.config(dim = 20, mindim = 2, maxdim = 4, values = c(0.1,
0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9), nstep = 10, dependency = "Wall",
discretize = 0, cycle = 0, volatility = 0.1, allowOverlap = FALSE)
|
dim |
Number of dimensions in the stream. |
mindim |
Minimum number of dimensions for each subspaces. Should be >= 2. |
maxdim |
Maximum number of dimensions for each subspaces. Should be >= mindim and <= dim/2. |
values |
A vector of valid values for subspace margins. |
nstep |
Number of steps for which we generate new subspaces and margin values. |
dependency |
Type of dependencies available in the stream, currently either "Wall" or "Square" or "Donut" (in the future: "Mixed") |
cycle |
Number of iterations to use to create a cyclic streams. If 0, then the stream has no cycle. |
volatility |
Proportion of subspaces to change at any step. Should be > 0 and <= 1. 1 means that all subspaces and margins at changed a each step |
allowOverlap |
States whether overlap between subspaces are allowed. (might be a bit more complex if TRUE.). Note that full overlap and subset relation are never allowed. |
decretize |
whether the output should be discrete or not. 0 means it is real. Any other number of discrete possible values. (10 is the minumum) |
A stream.config object to be passed to a generate.dynamic.stream or generate.static.stream method
Edouard Fouché, edouard.fouche@kit.edu
generate.dynamic.stream
: generate a dynamic stream
generate.static.stream
: generate a static stream
1 | stream.config <- generate.stream.config(dim=50, nstep=10, volatility=0.5)
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