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Feature selection eventually leads to a resulting rule set where only the significant medical indicators together with the discriminating threshold values are referred, while individual relevance of attributes can be additionally obtained for each patient.
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Both rule relevance and relevance of attribute, which are present in condition part of rules, were estimated by measuring Bayesian confirmation, as described in [ 30].
For the relevance of single attributes, the Bayesian confirmation measure quantifies the degree to which the presence of attribute at i in premise E, denoted by at i ⊳ E, provides evidence for or against conclusion H of the rule.
Seven further cases tested the relevance of the attributes.
DCEs can only elicit the relative relevance of the attributes that were included in advance.
Considering the relevance of quality attributes, they must be precisely defined.
It discusses the relevance of restorative attributes to the socio physical residential context of caregiving using three caregiver needs: need for a temporary escape, meaningful social support, and a sense of control.
Building on a knowledge-and-appraisal model of personality architecture (KAPA), we assessed (a) schematic self-knowledge, (b) beliefs about the situational relevance of schematic attributes, and (c) appraisals of self-efficacy for performance in specific contexts.
Given its potential, a large number of research studies focus on several aspects of cluster analysis; for instance, clustering algorithms and extensions for particular data type [31], dissimilarity (or distance) metric [32], optimal cluster number [33], relevance of data attributes per cluster [34], evaluation of clustering results [35], and cluster ensembles [36].
Three studies reported on the relevance of personal attributes of those delivering the intervention.
The genes and proteins included in the BioHEL reduced datasets were assessed by literature searches with PubMed, to determine any known relevance of the attributes to OA and any other disease or treatment classes included in the datasets.
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CEO of Professional Science Editing for Scientists @ prosciediting.com