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IVM implementation for binary classification

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Import Vector Machine for binary classification


  • Scikit-learn compatible implementation
  • Python used for dev: 3.8.16

To run tests:

PYTHONPATH=.:$PYTHONPATH pytest -rA -s

Breast cancer metrics (model default params)

ROCAUC = 0.972
            precision    recall  f1-score   support

        0       0.61      0.97      0.75        37
        1       0.98      0.63      0.77        63

accuracy                            0.76       100
macro avg       0.79      0.80      0.76       100
weighted avg    0.84      0.76      0.76       100

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