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However, it is tedious and impractical to perform manually classification of such a large number of articles.
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Manual classification yielded slightly different hybrid assignments than did the program NewHybrids, which identified 34 F1 individuals (as opposed to 32 F1 individuals determined manually), six as BC1 (instead of 11 manually) and 11 BC2 (instead of 17 manually) (Fig. 2B).
For these reasons, the manually composed classification of Spmax+95 and Sp75+95 is presented in Table 7 and used later in this study.
Matching these definitions to candidate structures from the database is accomplished by means of an in-memory matching procedure, validated against the existing manually curated classification in ChEBI, allowing us to iteratively refine both the definitions of classes as well as to evolve the quality of the classification in ChEBI.
The PSD scores, which were obtained automatically, are in large part consistent with the manually derived classifications in SCOP.
Manually constructed classifications may furthermore be far from complete in the sense that an arbitrary compound belongs to a vast number of classes yet will only have been classified under one or two - those deemed to be the most relevant.
We analyzed the issues and information contained in the reports using them to map to the concurrency bug classification manually.
Half of these data were manually analyzed for classification errors and then used for adaptation of the respective models (supervised MAP adaptation).
SCOP provides a manually curated protein classification database of domains defined largely by homology.
The manually revised final classification (Figure S3) shows the functional classes and their percentage in the gene set.
In context, many current methods actually manually inspect the classification process, which brings in a heavy human factor.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com