Barely Significant
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Collision-free morgan fingerprints: a principled approach to enhance machine learning performance and interpretability in chemistry.

J Cheminform · 2026 · PMC13097559 · PMID 41772717

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highly significantp < 0.001actually significant
Cross-dataset analysis across 20 independent benchmarks demonstrates highly significant CF-MF advantages for all algorithms (all p < 0.001, Table S9).

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