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Although the CHI formula has a relatively good performance in text classification, it also has some shortcomings [16].
The level of textual articulation was used as a measure of overall performance in text production, and the score was attributed according to hierarchical categories 1 to 4, as proposed by Costa and Boruchovitchb (2009, p. 175 176).
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Precision and recall indicators are well-known performance measures in text mining, while F-score is a third measure that combines precision and recall and is the harmonic mean of precision and recall: (3) F -score = 2 · precision · recall precision + recall.
For what matters most of in social media is the performance in which text messages, status updates, emails and images all play their part.
We demonstrate that combing rule-based and machine learning is an effective way to reduce the annotation cost and achieve high performance in Chinese clinical text de-identification task.
"Performance & text-in-the-community work," Herrera claims, "is at the core of all Chican@ poetry".
After the performance and final examination, selected students were interviewed in focus groups to discuss their anxiety levels pre- and post- performance in relation to the text, the performance, as well as the effects of performance on comprehension of the text.
She graduated from Georgetown and received a master's degree in text and performance studies from the Royal Academy of Dramatic Art in London.
She took an MA degree in text and performance studies at King's College London, and a creative writing degree with the Open University.
I got a trainee director post at the Orange Tree in Richmond in the summer of 1993, after taking an MA at King's College and Rada in text and performance.
Discussion: The results of this study indicate that an interactive training method, de novo knowledge base with no external data sources, and simplified text mining processes can achieve a comparably high performance in classifying health-related texts.
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CEO of Professional Science Editing for Scientists @ prosciediting.com