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Would it be possible to add a new score to sklearn.metrics, namely the baseline corrected accuracy score (BCAS) (DOI:10.5281/zenodo.15262049). The proposed metric quantifies the model improvement w.r.t. the baseline, and represents a direct evaluation of classifier performance. See the proposed code below, which is label agnostic, and is suitable for both binary and multi-class classification.
Describe the workflow you want to enable
Would it be possible to add a new score to
sklearn.metrics
, namely the baseline corrected accuracy score (BCAS) (DOI:10.5281/zenodo.15262049). The proposed metric quantifies the model improvement w.r.t. the baseline, and represents a direct evaluation of classifier performance. See the proposed code below, which is label agnostic, and is suitable for both binary and multi-class classification.Describe your proposed solution
Describe alternatives you've considered, if relevant
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