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Lastly, we consider the classification strength values.
Lastly, the classification strength [15] is the difference of the average between- and within-class dissimilarities.
The classification strength, derived from the fish community classification obtained by SOM, was higher than for a priori defined groups.
DC and MC outperformed MMC 100% and more than 50% of the times when they were compared by means of the classification strength and ANOVA, respectively.
Though the preliminary results are promising, the small sample size does not support any formal conclusions regarding the classification strength of the proposed 134-expression signature.
Therefore, it is prudent to examine the Mahalanobis distance to determine classification strength.
Similar(52)
In this work, a thorough analysis is carried out regarding the classification strengths of an ensemble of celebrated features.
Further, the classification strengths, calculated as mean within-group-similarity minus mean between-group-similarity of assemblage structure, were rather low, suggesting that the a priori physical classifications did not effectively describe variability in macroinvertebrate assemblage structure.
The low classification strengths likely resulted from the facts that: (i) most stream macroinvertebrate taxa show individualistic responses to environmental gradients; (ii) many taxa occur either across all stream types; or (iii) only sporadically in a given stream type; and (iv) only a few species show high fidelity to a given stream type.
The strengths of recommendations were graded by the US Department of Veterans Affairs classification of strength of recommendations.
We aim to characterize the classification of strength of recommendations and confidence in estimates in World Health Organization (WHO) guidelines that used the GRADE approach and graded both strength and confidence (GRADEd).
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