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This allows us to compare the quality of manually and automatically curated annotation at similar points in time.
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In general, applying unsupervised clustering methods can leverage the quality of manually-created mapping of proteins families.
Moreover, the number and especially the quality of the manually labeled examples challenge such strategies.
A range of practical recommendations are provided to those wishing to improve the quality of their manually acquired data.
The quality of the manually built sitagliptin dataset was assured by an independent second reviewer.
Applying unsupervised methods, such as the TD clustering methods presented here, can leverage the quality of these manually-created mappings.
The quality of the assembly was manually checked on a set of contigs expected to correspond to single-copy genes.
The quality of SNP genotyping was manually assessed for each SNP locus in the sample collection.
To further assess the quality of our results, we manually evaluated the phenotypes that did not obtain the expected tissue used in the EQ statements as a predicted association from the applied method, i.e. 8 phenotypes from the association rule mining and 58 phenotypes resulting from associations made with the hypergeometric distribution.
This requires the assessment of the quality of test patterns either developed manually or generated automatically so that a desired product quality can be achieved.
In general, the value of residual error is determined as an indicator of the quality of photogrammetry modeling which entails manually matching feature points on the object.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com