Table A1. Aggregate predictive...

Table A1.

Aggregate predictive performance across negative sampling ratios

Negative ratio (%)	AUC	Precision	Recall	F1-Score
10	0.946	0.902	0.580	0.683
50	0.957	0.909	0.575	0.681
100	0.964	0.912	0.570	0.679

Note(s):

Values represent averages across 48 CPV-year combinations (12 categories × Four years). Differences in AUC are small across sampling conditions, indicating robust performance

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