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In this paper, a novel self-organizing fuzzy neural network is proposed that constructed by an input output mapping and monitored by a hierarchy of validity degrees.
Self-organizing in structure learning is accomplished through a new measure that depends on error, the number of rules, and validity degrees.
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The criterion validity (degree to which the questionnaire measures the true situation) and responsiveness of these questionnaires is hard to assess.
The developed quadratic models were checked using ANOVA (analysis of variance) technique for their validity and degree of fitness.
The validity and degree of accuracy of the proposed procedure is preliminarily assessed by digital simulation for mixtures of a strong acid and acetic acid (HAc).
The face validity (the degree to which the model reproduces the desired features) of conventional box training is often felt to be higher than the virtual reality training as the former incorporates force feedback.
Criterion validity – the degree to which the scores of a measurement instrument constitute an adequate reflection of a gold standard [16] was not possible to evaluate due to the lack of such standard.
Discriminant validity, the degree to which tests from different cognitive domains does not co-vary, was explored by spearman correlations between the different computerized tests.
Structural validity: The degree to which the scores of an instrument are an adequate reflection of the dimensionality of the construct to be measured [ 8].
In classical measurement theory, the two key psychometric properties of an instrument are its reliability, defined as the extent to which the instrument produces consistent results, and validity, the degree to which the instrument measures what it purports to measure.
In the analysis process, we chose to relate empirical data to prior and emerging theory, which enabled us to interpret data more systematically, thereby increasing the validity and degree of explanation of our results.
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CEO of Professional Science Editing for Scientists @ prosciediting.com