Description Usage Arguments Details Value References See Also Examples
Main API Function
1 2 3 4 5 6 7 8 |
ts |
a |
windows |
an |
query |
a |
sample_pct |
a |
threshold |
a |
n_jobs |
an |
Computes the exact or approximate Matrix Profile based on the sample percent specified. Currently, MPX and SCRIMP++ are used for the exact and approximate algorithms respectively. See details for more information about the arguments combinations.
When a single windows
is given, the Matrix Profile is computed. If a query
is provided, AB join is computed.
Otherwise the self-join is computed.
When multiple windows
or none are given, the Pan-Matrix Profile is computed. If a threshold
is set (it is,
by default), the upper bound will be computed and the given windows
or a default range (when no windows
), below
the upper bound will be computed.
The profile computed.
Website: http://www.cs.ucr.edu/~eamonn/MatrixProfile.html
Other Main API:
analyze()
,
discords()
,
motifs()
,
visualize()
1 2 3 4 5 6 7 | # Matrix Profile
result <- compute(mp_toy_data$data[, 1], 80)
## Not run:
# Pan-Matrix Profile
result <- compute(mp_toy_data$data[, 1])
## End(Not run)
|
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