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While differences between the models were very small for cross-validation on the training set, some of them are emphasized on the test set, in particular between the different feature sets.
In a naive Bayes network, as used in this study, there are no dependencies between the different feature variables, they are thus considered to be conditionally independent, hence the term 'naive'naive
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A practical suggestion to be taken from this short historical analysis is that studies on the relation between sex and any other domain would greatly benefit from looking not only at sex differences and similarities but also at the correlations, or lack of, between the different features that show a sex difference.
In the course of the ensuing discussions about scientific discovery, the distinction between the different features of scientific inquiry turned into a powerful demarcation criterion.
On the other hand, for the bivariate analysis, the relationships between the different features and the response attribute, risk level, would be analyzed.
Task 2 (abbreviated as T2) is to facilitate users to observe the correlation between the features and activity/identity types, as well as the correlation between the different features.
The second aim was to analyse the correlation between the different features of neuropathic pain in patients with SFN and the density of IENF to understand whether skin biopsy may predict the clinical picture and the progression of the disease.
However, none of these studies have reported a comparison between the different features to determine the statistical significance of these relationships nor have these analyzed the linearity of these relationships.
We next explored the relationship between the scores of the different features.
> Figure 2 shows a comparison of the number of extracted features between the five different feature extraction methods.
Next, we initialized the comparison between the different localized feature extraction methods for the three adopted iris datasets.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com