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[ENH] Added useful class attributes to SAST based transforms
Reference Issues/PRs
Fixes #2004
What does this implement/fix? Explain your changes.
Added class attributes found in ST that are helpful for interpreting shapelets. They do not serve functionality for the classifier but improve explainability.
Implemented: The class each subseries is from, the index of the original series the subseries is extracted from, the start pos of the subseries in the original series.