aeon-toolkit / aeon

A toolkit for machine learning from time series
https://aeon-toolkit.org/
BSD 3-Clause "New" or "Revised" License
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[ENH] standardised naming and structures for shapelet classifiers #1686

Open TonyBagnall opened 3 months ago

TonyBagnall commented 3 months ago

Describe the feature or idea you want to propose

it would be good to standardise the naming across the shapelet classifiers. For example, SAST/RSAST use classifier, RDST/STC, estimator. Also good to standardise the definition of a shapelet (and the naming)

Describe your proposed solution

define a shared shapelet classifier, call data structures shapelets and choose one of estimator/classifier for pipelines

Describe alternatives you've considered, if relevant

No response

Additional context

No response