Skip to main content
. 2026 Jul 16;27:233. doi: 10.1186/s12859-026-06560-7

Table 6.

Prediction times of one missing metabolite for different approaches trained on Metabolomics Workbench

Approach Prediction time
Union-based No prediction
Best Effort Union-based (Jacc.) (Inline graphic) Inline graphic s
Best Effort Union-based (Jacc.) (Inline graphic) Inline graphic s
Best Effort Union-based (Jacc.) (Inline graphic) Inline graphic s
Iterative Sim-based (Jacc.) (Inline graphic) Inline graphic s
Iterative Sim-based (Jacc.) (Inline graphic) Inline graphic s
Iterative Sim-based (Jacc.) (Inline graphic) Inline graphic s
Iterative Sim-based (weighted Jacc.) (Inline graphic) Inline graphic s
Iterative Sim-based (weighted Jacc.) (Inline graphic) Inline graphic s
Iterative Sim-based (weighted Jacc.) (Inline graphic) Inline graphic s
Model-guided Agglomerative (with 128 joint) Inline graphic s