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In case of named entities, the difference is 20.6 percentage points (significant with P = 0.009, two-tailed Fisher's test) and in case of events, the difference is full 35.9 percentage points (significant with P = 0.028, two-tailed Fisher's test).
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Additionally, there are controls in case of name node failure as well, in which a system will either have a secondary name node, or will write backups of metadata to multiple file systems.
ROC requires the number of negative cases to be computed, which is unknown in the case of named entities, as the entities are sequences of words [ 29].
In the case of named entity recognition, the labels incorporate two concepts: the type of the entity and the position of the token within the entity.
Chemical compound names, especially in case of systematic names, can be particularly long.
For example, in Cardelli's untyped Obliq language, a new object can be constructed from several existing objects by cloning followed by concatenation; an error is given in case of field name conflicts.
In case of success, that name becomes the most relevant for that category and all other competing names are removed from the inventory associated with the category for both the players.
For instance, when looking at the chemical literature, it becomes clear that in case of systematic chemical names they do look quite different from common English words, mainly due to the nomenclature rules that define chemical naming standards.
In case of mentioning a name of an illness symptoms were also recorded.
In case of a gene name, a genomic region upstream of the transcription start site is taken, based on UCSC [ 9] data.
The assembled contigs were labeled based on the cluster they originated from (CL [number]Contig [number]); in case of CL1 the name also included sub-cluster number (SCL [number]_CL1Contig [number]).
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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