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PARAMETER SWEEP SUMMARY
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[Scientific Justification]
True Positive Rates: Based on benchmark studies (5-60%) and real data (3.5-8%)
Effect Sizes: Based on literature (log2 FC 0.25-2.0) and simulation validation (0.2-0.8)
Batch Effects: Moderate level representative of real scRNA-seq data

[Performance Summary]
Total configurations: 16
Mean AUROC: 0.688 ± 0.100
Mean AUPRC: 0.328 ± 0.165
Mean F1-100: 0.640 ± 0.232
Mean Runtime: 55.2s ± 2.3s

[Robust Performance Range]
Configurations with AUROC ≥ 0.80 and AUPRC ≥ 0.70: 0 / 16
