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A significant gain in the global classification rate can be obtained by using an NNIG.
However, the precision changes were much higher than the changes in recall, and hence the global classification effectiveness expressed by MCC values was enhanced by the addition of more inactives to the training data.
The graphic uses data from the global classification of snow crystals, ice crystals, and solid precipitation published in the journal Atmospheric Research in 2013.
Inclusion of these startling episodic events was designed to provide additional information when we performed MDA analysis (e.g. allowing us to assess the global classification patterns among various stimuli and further define some of the fine details).
To analyze the global classification of the follicular thyroid lesions in the Fontaine dataset, we defined the centroid of each class of tissue by a composite signature of mean gene-expression levels.
While many PlantTribes approximate gene families [ 39], the global classification also identifies genes that are members of highly distinctive clusters that lack closely related paralogs, including clusters with only a single gene in each taxon.
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These preliminary estimates serve as an initialization for the subsequent global classification phase.
Based on these findings, the histological characteristics of the T and N categories of the pTNM classification should be improved, since the pTNM classification is the global prognostic classification for patients with IDC of the breast.
Fig. 2 Effect of the consensus size on the consensus query global classification performance (AUC) and early recovery capability ((hbox {PM}_{1%})).
The most recent, global classification of Murinae [ 8] abandons the tribal level of classification in favour of a less formal arrangement of genera into divisions, following and improving a system already employed by Misonne [ 9].
In the same way that global classification of the spaces of protein sequences and structures provided important biological information, studies of metabolism based on global classifications such as the one proposed here may also provide valuable data.
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