feat: Added capymoa wrapper for OUAE algorithm

[DwayneAcosta]

Added the wrapper but there are errors with implementing the serializable interface

[nuwangunasekara]

Apart from conflicts which is on generic classes _online_accuracy_updated_ensemble.py seems okay to me.

Might want to correct the error message :

        assert (type(learner_option) == str
            ), "Only MOA CLI strings are supported for SGBT base_learner, at the moment."

to mention OUAE instead of SGBT there. Added a comment around line.

@DwayneAcosta, @hmgomes mentioned to me that you had trouble with serializable interface for OAUE, do you still have issues?

Kindly resolve the conflicts in

 src/capymoa/classifier/__init__.py
tests/test_classifiers.py 

let me know if you need any help with that a well :)

[nuwangunasekara]

Please change SGBT to OnlineAccuracyUpdatedEnsemble

[DwayneAcosta]

Hi Nuwan, Thanks for checking the algorithm! I'll make the change and do a new PR. And yes im still having issues with the algorithm not being able to implement the serialisable interface Kind regards, Dwayne

…

On Fri, Aug 23, 2024 at 12:52 PM nuwangunasekara ***@***.***> wrote: ***@***.**** commented on this pull request. ------------------------------ In src/capymoa/classifier/_online_accuracy_updated_ensemble.py <#184 (comment)> : > + :param linear_option: When checked the algorithm uses a linear weighting function. + """ + + + mapping = { + "learner_option": "-l", + "member_count_option": "-n", + "window_size_option": "-w", + "max_byte_size_option": "-m", + "verbose_option": "-v", + "linear_option": "-f", + } + + + assert (type(learner_option) == str + ), "Only MOA CLI strings are supported for SGBT base_learner, at the moment." Please change SGBT to OnlineAccuracyUpdatedEnsemble — Reply to this email directly, view it on GitHub <#184 (review)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/AYGTIZNVMWF3BRH3KSJAERLZS2BU7AVCNFSM6AAAAABM46UKT2VHI2DSMVQWIX3LMV43YUDVNRWFEZLROVSXG5CSMV3GSZLXHMZDENJWGAYTQNJWGU> . You are receiving this because you were mentioned.Message ID: ***@***.***>

[nuwangunasekara]

Hey @DwayneAcosta, would you be able to share the errors and the code with me please?