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Added implementation of GOOWE: Geometrically Optimum and Online-Weighted Ensemble Classifier for Evolving Data Streams. #289

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@PouyaGhahramanian PouyaGhahramanian commented Jan 6, 2021

Added implementation of GOOWE: Geometrically Optimum and Online-Weighted Ensemble Classifier for Evolving Data Streams.

Changes proposed in this pull request:

  • Another ensemble method for data stream classification is implemented and added in the meta classifiers.
    GOOWE: Geometrically Optimum and Online-Weighted Ensemble Classifier for Evolving Data Streams. [1]
    [1] Bonab, Hamed R., and Fazli Can. "GOOWE: Geometrically optimum and online-weighted ensemble classifier for evolving data streams." ACM Transactions on Knowledge Discovery from Data (TKDD) 12.2 (2018): 1-33.

  • Fixes # [Optional]


Checklist

Implementation

  • Implementation is correct (it performs its intended function).
  • Code is consistent with the framework.
  • Code is properly documented.
  • PR description covers ALL the changes performed.
  • Files changed (update, add, delete) are in the PR's scope (no extra files are included).

Tests

  • New functionality is tested.
  • Tests are created for the new functionality or existing tests are updated accordingly.
  • ALL tests pass with no errors.
  • CI/CD pipelines run with no errors.
  • Test Coverage is maintained (coverage may drop by no more than 0.2%).

…ted Ensemble Classifier for Evolving Data Streams.
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