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For a given training set, the accuracy and Kappa statistic were then taken as the highest obtained among all classification models.
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Intriguingly, however, quality scores of the ProDom families are the lowest among all these classification schemes, even when FP are excluded from consideration.
Interestingly, certain sequence features previously not known to play a role in heart development are enriched among all classifications.
In addition, among features shared between all classification problems (Additional file 4) bacteria appear to have significantly more Gln and a decreased amount of Glu residues than archaea.
The original ELM has the fastest training speed of the SLFN model for the protein sequence classification problem among all classifiers.
The relative numbers of mutations per classification were similar among all the works (0.93 ± 0.02).
In this regard, the classification is performed using the naive Bayes classifier, which is a special case of the Bayes classifier that yields the minimum misclassification risk among all statistical classification rules [51].
However, the standard deviations of SDI indicate large overlap among the distributions across all classifications.
We also observed high accuracies among MLP classification and all feature selection methods with 94%, 92%, and 92% for SVM-RFE, CFS, and Chi Squared respectively.
The average miss rate and accuracy in classification among all images is 0.63 and 97.29 % and among all types of traffic signs is 2.04 and 91.96 %.
The odds ratio (OR) relating methylation status and asthma classification among all 56 subjects was 3.9, 95% CI = [1.1, 14.3] (p = 0.03).
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CEO of Professional Science Editing for Scientists @ prosciediting.com