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We suppose that, in the case of a dataset with many labels, the classifiers chain would actually show better performance than the naive binary relevance protocol.
Models were built on the sparse dataset either using the binary relevance protocol, or the classifiers chain protocol, keeping the same base classifiers inside (Logistic regression, RandomForest or SVM).
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The key issue is that the calibration should be carried out regularly to demonstrate the relevance of protocol for the targeted species and its physiological state.
The knowledge of site-specific quantities of MSC in the equine PDL might be of practical relevance regarding protocols for MSC isolation for further investigations.
Also of relevance is the Protocol for Assessing Community Excellence in Environmental Health PACEEHEH), an approach to conducting community environmental health assessments (CEHAs) using CBPR in the US and abroad [ 28].
We wanted to assess the relevance of these protocols on the basis of factual data: an overview of the rate of transfusions carried out as part of surgery within the HCL in 2009.
Indeed, reviewers and editors are able to control the scientific soundness of a study, the relevance of the protocols and the consistency between results and conclusions.
Nevertheless, deviations from protocols have been implicated in adverse events in other healthcare domains [ 32], and so there is a need to consider the relevance of pharmacy protocols to medication safety.
2. To make a revision to IMCI provisions based on its relevance to national protocols and DCM classification, revise the current list of drugs and revise the current IMCI assessment form to make it more useful and user-friendly for family physicians and more integrated with the other requirements.
Lichtenstein has proven the relevance of the BLUE protocol in the diagnosis of acute respiratory failure in ICU patients[28].
Data was analyzed using content analysis techniques to evaluate the protocol for relevance, acceptability and comprehension.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com