tsmp (version 0.4.15)

av_hardlimit_artifact: Computes the annotation vector that suppresses hard-limited artifacts

Description

Computes the annotation vector that suppresses hard-limited artifacts

Usage

av_hardlimit_artifact(.mp, data, apply = FALSE)

Value

Returns the input .mp object with an embedded annotation vector.

Arguments

.mp

a Matrix Profile object.

data

a vector or a column matrix of numeric.

apply

logical. (Default is FALSE). Applies the Annotation Vector over the Matrix Profile. Use with caution.

References

• Dau HA, Keogh E. Matrix Profile V: A Generic Technique to Incorporate Domain Knowledge into Motif Discovery. In: Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '17. New York, New York, USA: ACM Press; 2017. p. 125-34.

See Also

Other Annotation vectors: av_apply(), av_complexity(), av_motion_artifact(), av_stop_word(), av_zerocrossing()

Examples

data <- mp_test_data$train$data[1:1000]
w <- 50
mp <- tsmp(data, window_size = w, verbose = 0)
av <- av_hardlimit_artifact(mp, apply = TRUE)