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Ericson et.al use the 1987 Reuters dataset, one of the most widely used text categorisation data sets containing approximately 21,578 documents, to evaluate clustering algorithms over Hadoop but also over their own runtime environment, Granules (Ericson & Palliekara [20]).
The clinical categorisation data for the patients was correlated with the results obtained by viral culture and nPCR.
For this analysis, residence categorisation data from the UK were recoded from four categories into three categories for side-by-side comparison with the USA.
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Given the clear-cut categorisation of data sources and data items (Table 1), disagreements were uncommon (<2% of feedback measures) and were discussed until consensus was reached.
It should be noted that while the focus here is on categorisation of data into two groups, the problems arising when dichotomising data are inherent with any categorisation of data (two or more groups).
Google tells us that this was a test categorisation of data, not considered reliable enough to release publicly.
The thematic categorisation of data, that is already contextually annotated, can help in its efficient and appropriate utilisation by services and applications in the higher layers of the proposed architecture.
Transcripts were repeatedly read before and after coding to ensure proper categorisation of data.
The categorisation of data detailing health or personal issues can be difficult as these issues are idiosyncratic and context-dependent.
Categorisation of data was planned according to the following facility types: national/provincial hospitals, district/rural hospitals, and health centres or aid posts (called 'health centres', for simplicity).
Paradoxically, we recognised that, as categorisation of data is inevitably influenced by a priori concepts, a purely inductive stance is logically untenable.
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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.
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CEO of Professional Science Editing for Scientists @ prosciediting.com