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. 2023 Apr 27;51(W1):W427–W431. doi: 10.1093/nar/gkad303

Table 1.

Reported performance of machine learning models on PASSer

Models Precision Recall F1 score Top 1 Top 3
Ensemble learning 0.726 0.847 0.782 60.7% 84.9%
Automated machine learning 0.850 0.616 0.701 65.1% 82.7%
Learning-to-rank 0.662 0.662 0.662 59.5% 83.6%