Transformer

ElbowClassPairwise

Elbow Class Pairwise (ECP) transformer to select a subset of channels.

Quickstart

python

from sktime.transformations.channel_selection import ElbowClassPairwise

estimator = ElbowClassPairwise

Examples

>>> from sktime.transformations.channel_selection import ElbowClassPairwise
>>> from sktime.utils._testing.panel import make_classification_problem
>>> X, y = make_classification_problem (n_columns = 3, n_classes = 3, random_state = 42)
>>> cs = ElbowClassPairwise ()
>>> cs. fit (X, y) ElbowClassPairwise(
... )
>>> Xt = cs. transform (X)

References

..[1]: Bhaskar Dhariyal et al. “Fast Channel Selection for Scalable Multivariate Time Series Classification.” AALTD, ECML-PKDD, Springer, 2021