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Average Sim-
scores of imputation methods on metabolomics workbench studies
| Approach | Sim-
|
Sim-Spearman (median) |
|---|---|---|
| GomariVAE (Best Effort Union-based (Jacc.)) | − 0.17 | 0.29 |
Best Effort Union-based (own VAE with Jacc.) ( ) |
0.49 | 0.18 |
Iterative Sim-based (Jacc.) ( ) |
0.67 | 0.40 |
Iterative Sim-based (weighted Jacc.) ( ) |
0.69 | 0.40 |
| Model-guided Agglomerative (with 128 joint) | 0.72 | 0.50 |
