ShapeletTransform

Shapelet Transform.

Quickstart

from sktime.transformations.shapelet_transform import ShapeletTransform

estimator = ShapeletTransform(min_shapelet_length=3, max_shapelet_length=inf, max_shapelets_to_store_per_class=200, random_state=None, verbose=0, remove_self_similar=True)

Parameters(12)

min_shapelet_lengthint, lower bound on candidate

shapelet lengths (default = 3)

max_shapelet_lengthint, upper bound on candidate

shapelet lengths (default = inf or series length)

max_shapelets_to_store_per_classint, upper bound on number of

shapelets to retain from each distinct class (default = 200)

random_stateRandomState, int, or none: to

control random state objects for deterministic results (default = None)

verboseint, level of output printed to

the console (for information only) (default = 0)

remove_self_similarboolean, remove overlapping

“self-similar” shapelets from the final transform (default = True)