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Figure 10 shows the best classification of metal ions when SNP electrode is used.
Given these regions provided the best classification of ADHD from controls, the proposed model would appear to be theoretically valid.
The compounds from Zinc metabolites database show very low mutagenic effects to the living systems and after testing with each model it was observed that Set 3 gave the best classification of the compounds.
If we possessed a perfect pedigree of mankind, a genealogical arrangement of the races of man would afford the best classification of the various languages now spoken throughout the world; and if all extinct languages, and all intermediate and slowly changing dialects, had to be included, such an arrangement would, I think, be the only possible one.
This method gave the best classification of the data into the two classes.
We identified parameters that generate the best classification of C. elegans chemosensory gene families, which we found to be E-value threshold = 0.001 and inflation value = 1.2.
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Finally, the procedure is applied on a number of benchmark datasets, and outstanding results are achieved in terms of performance, with respect to the best classification methods of the state-of-the-art.
The SVM gave the best classification performance of 89.4% overall accuracy with 92.7% sensitivity and 84.9% specificity.
Genetic algorithm is used to get the best classification accuracy of AdaBoostSVM.
Table 3 lists the best classification results of the MLP and SVM, together with those obtained by the proposed method.
The best classification accuracy of MLPNN was obtained as 90% (specificity: 100% and sensitivity: 83.3%) for participant 7. On the other part, the best classification accuracy of kNN was obtained as 85% for participant 12 and 20.
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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