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[ENH] Add Swale Scoring Model
Related to: #425
Implemented as per this paper, Section 5.
Couldn't verify the correctness due to a lack of alternate implementations. I shall continue to work on this once we track down an alternate implementation?
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I have added the following labels to this PR based on the title: [ $\color{#FEF1BE}{\textsf{enhancement}}$ ]. I have added the following labels to this PR based on the changes made: [ $\color{#5209C9}{\textsf{distances}}$ ]. Feel free to change these if they do not properly represent the PR.
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Is this ready to go? There seems to be a conflict currently. People are less likely to look at drafts 🙂.
@MatthewMiddlehurst From my side this looks ready to go. However, I'm not 100% confident about the logic used. We should check this up against an alternate implementation (which I couldn't track down) if something looks wrong to you. :-)
thanks for this, I missed it. I will look for an implementation, probably one in matlab. There is a conflict with test_expected_results though
so the implementation is true to the definition in the paper, but I dont think defining this recursively is a good idea. It would be better if it followed the model used by LCSS. @chrisholder and I will take a look and get back to you
There seems to be a conflict which has to be resolved, but @chrisholder has approved so this should be quick to merge after given him and @TonyBagnall have no issues with it.
@aadya940 Not quite sure where we left off with this. Seems like it was close?
@MatthewMiddlehurst Yes, I guess during this PR some testing suite in distances was revamped. Hence, the testing part is left.