fluss_cac: FLUSS - Corrected Arc Counts

Description Usage Arguments Details Value References See Also Examples

View source: R/fluss.R

Description

Computes the arc count with edge correction (CAC).

Usage

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fluss_cac(.mp, exclusion_zone = NULL)

Arguments

.mp

a MatrixProfile object.

exclusion_zone

if a number will be used instead of embedded value. (Default is NULL).

Details

Original paper suggest using the classic statistical-process-control heuristic to set a threshold where a semantic change may occur in CAC. This may be useful in real-time implementation as we don't know in advance the number of domain changes to look for. Please check original paper (1).

Value

Returns the input .mp object a new name cac with the corrected arc count.

References

Website: https://sites.google.com/site/onlinesemanticsegmentation/

Website: http://www.cs.ucr.edu/~eamonn/MatrixProfile.html

See Also

Other Semantic Segmentations: floss_cac(), floss_extract(), floss(), fluss_extract(), fluss_score(), fluss()

Examples

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data <- mp_fluss_data$tilt_abp$data[1:1000]
w <- 10
mp <- tsmp(data, window_size = w, verbose = 0)
mp <- fluss_cac(mp)

franzbischoff/tsmp documentation built on March 9, 2020, 6:01 a.m.