The prediction feature set from software package hctsa

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

Usage

pred_features(x)

Arguments

x: the input time series

Value

a vector with prediction features

Details

Features in this set are localsimple_mean1, localsimple_lfitac, and sampen_first.

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).

Author

Yangzhuoran Yang

The prediction feature set from software package `hctsa`