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Thus, if the researcher acquires datasets from several different cohorts of patients with disease Y, she might ask: At present, there is no informatics infrastructure in the CPB that is capable of supporting these categories of queries.
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For the methods allowing large-scale indication predictions, transcriptional responses towards drugs were typically utilized to calculate drug-drug similarity, then the connectivity map was constructed for clustering, and the categories of query drugs were determined by the nearest distance to the clustered communities [ 7].
The most frequent category of queries was Author Name (36%).
The statement category of query was the least likely to contain PICO elements.
There are many machine learning and computational procedures that can be applied to build classification systems that allow identifying the type or category of query samples whose class is not-known a priori [ 3- 5].
This finding is perhaps expected as patients phoning our medicines information helpline ask most frequently about side effects of medicines than any other category of query, 11 and patients' experience surveys consistently suggest that not enough is given in plain language.
Then, the categories of the query protein can be inferred from the categories of the k nearest proteins identified.
The performance of the methods was evaluated in the determination of structural categories of each query structure from the above 108 proteins.
Queries have been divided into three categories: short-length queries (queries shorter than 40 hundredth of seconds), medium-length queries (queries between 40 and 50 hundredth of seconds) and long-length queries (queries longer than 50 hundredth of seconds).
To this end, it is fundamental to consider the category of analytical queries to be answered for understanding which data properties is necessary to preserve.
guarantee that a category of analytical queries can be answered correctly, within a quantifiable approximation that specifies the data utility, using the transformed data instead of the original ones. .
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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