Barely Significant
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A machine learning-based classification method for SynRM faults.

Sci Rep · 2026 · PMC13128964 · PMID 41844751

Europe PMCDOI
1
hedged sentence
0.0044
closest p · 0.1× alpha
0.0044
boldest claim

The sentences

highly significantp = 0.0044actually significant
Random Forest showed highly significant differences (χ2 = 8.12, p = 0.0044), with CATBoost achieving 7 fewer misclassifications on 2,000 test samples.

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