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Construct validity was verified through convergent and discriminant values following Multitrait-Multimethod (MTMM) analysis.
Here, discriminant values were positive only for the peroxisomal SVM and negative for all other categories.
(A ) Discriminant values (DVs) of pure T → A and Rho responses.
Late integration performs SVM separately and later, the discriminant values were summed (i.e. CO + PD score).
In this case most discriminant values were very low, indicating differences with respect to the existing classes.
Classification results can be presented as plots of discriminant values that were obtained from a set of SVMs.
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The most discriminant value was 6.6 (sensibility 85%- specificity 54%).
The proposed approach leads to formulation of an informative design criterion, where the discriminant value can be easily interpreted in terms of the expected number of eliminated models.
Existing feature selection methods generally compute a discriminant value with respect to class variable for a feature to indicate its classification ability.
We used another statistical approach, supervised clustering analysis, to confirm the discriminant value of the cluster of genes on chromosome 17.
The discriminant value of the model is slightly higher when centre specific coefficients are used.
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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