Exact(3)
A dataset comprising 169 diverse retinal images was tested, and the segmentation results were assessed by a gold standard derived from the annotations of five domain experts.
We evaluated the classification method on a gold standard derived from the PubMed Supplementary Concept annotations, achieving a micro-average F1-score of 85.9% for primary subtypes.
Figure 1 shows the FIMO HTML output for the top-scoring predicted occurrences of the motif, and a precision recall curve comparing the predicted CTCF binding sites with a gold standard derived from a ChIP-seq experiment (see Supplementary Material for details).
Similar(5)
Although Spearman's rank correlation performs slightly better than REx, all evaluated retrieval methods have essentially a very similar performance according to the gold standard derived from the EFO.
First, we wanted to know which fraction of the relations contained in the gold standard derived from STRING could be detected with our proposed approach.
We also investigated the agreement in feature scores between the individual GPs and the gold standard derived from dermatologists.
The human evaluation results are in line with the observations in the pilot study based on the gold standard derived from the biological classification system.
Cain's devotion to the gold standard derives from a sheaf of misconceptions about both economic history and its applicability to the modern world.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com