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NVE: A Separability and Coverage-Aware Internal Validation Metric for Biclustering

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  1. arXiv CS.LG
    Biclustering validation extends from within-cluster coherence to dual dimensions of separability and coverage.
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No clear follow-up signal yet; observe NVE performance on real datasets and comparisons with existing metrics.
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  1. arXiv CS.LG71AIHOT

    NVE: A Separability and Coverage-Aware Internal Validation Metric for Biclustering

    This paper proposes NVE, an internal validation metric for biclustering that assesses both inter-cluster separability and coverage of the data matrix. Compared to MSR and VE which focus only on within-bicluster coherence, NVE adds distinctness and explanatory coverage, filling a structural gap in biclustering validation.

    Biclustering validation extends from within-cluster coherence to dual dimensions of separability and coverage.No clear follow-up signal yet; observe NVE performance on real datasets and comparisons with existing metrics.
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