Small-cohort biomarker classification and frozen model reporting with held-out evaluation.

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Binary classification with brglm2

Source-backed Draft

Fit a small-cohort binary biomarker classifier with a fixed split, training-only preprocessing, resampled feature selection, and held-out evaluation.

Frozen model reporting

Source-backed Draft

Read frozen model outputs and produce audit tables, a probability plot, and a feature-expression heatmap without refitting.