repr_feaclip: FeaClip representation of time series
In TSrepr: Time Series Representations

Description Usage Arguments Details Value Author(s) References See Also Examples

The repr_feaclip computes representation of time series based on feature extraction from bit-level (clipped) representation.

1	repr_feaclip(x)

`x`	the numeric vector (time series)

FeaClip is method of time series representation based on feature extraction from run lengths (RLE) of bit-level (clipped) representation. It extracts 8 key features from clipped representation.

There are as follows:

repr = \{ max_1 - max. from run lengths of ones,

sum_1 - sum of run lengths of ones,

max_0 - max. from run lengths of zeros,

crossings - length of RLE encoding - 1,

f_0 - number of first zeros,

l_0 - number of last zeros,

f_1 - number of first ones,

l_1 - number of last ones \} .

the numeric vector of length 8

Peter Laurinec, <tsreprpackage@gmail.com>

Laurinec P, and Lucka M (2018) Interpretable multiple data streams clustering with clipped streams representation for the improvement of electricity consumption forecasting. Data Mining and Knowledge Discovery. Springer. DOI: 10.1007/s10618-018-0598-2

repr_featrend, repr_feacliptrend