The distribution feature set from software package hctsa

Calculate the features that grouped as distribution set, which have been used in CompEngine database, using method introduced in package hctsa.

Usage

dist_features(x)

Arguments

x

the input time series

Value

a vector with distribution features

Details

Features in this set are histogram_mode_10 and outlierinclude_mdrmd.

References

B.D. Fulcher and N.S. Jones. hctsa: A computational framework for automated time-series phenotyping using massive feature extraction. Cell Systems 5, 527 (2017).

B.D. Fulcher, M.A. Little, N.S. Jones Highly comparative time-series analysis: the empirical structure of time series and their methods. J. Roy. Soc. Interface 10, 83 (2013).

See also

histogram_mode

outlierinclude_mdrmd

Author

Yangzhuoran Yang