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Table 3 Averaged best F1 score: our method v.s. DISCO

From: Model-based peak alignment of metabolomic profiling from comprehensive two-dimensional gas chromatography mass spectrometry

Method

Homogeneous

Heterogeneous

Rat

DISCO

0.902

0.781

0.496

Our

0.878

0.839

0.567

  1. The best F1 score for each pair is calculated and then averages of such best F1 values obtained from all pairs for each dataset are calculated. Homogeneous and heterogeneous mean dataset1 and dataset4 from Experiment I, respectively. Rat means Experiment II