[ENH] Implement a channel selection classifier wrapper #1467
Labels
channel selection
enhancement
New feature, improvement request or other non-bug code enhancement
implementing algorithms
Implementing new algorithms/estimators
Describe the feature or idea you want to propose
we experimented with a wrapper for channel selection here
https://link.springer.com/chapter/10.1007/978-3-031-24378-3_9
basically use a really fast classifier, mini rocket, to score channels to help speed up a more accurate classifier, HIVE-COTE. It did not work particularly well, but I think there is milage for trying a few extensions, and we have more high dimensional TSC problems now. I will add this as a project, since the evaluation is not necessarily part of the evaluation,
Describe your proposed solution
Implement a BaseCollectionTransformer in the channel_selection package that has a classifier parameter (default to mini rocket)
Describe alternatives you've considered, if relevant
No response
Additional context
No response
The text was updated successfully, but these errors were encountered: