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In this work, the majority voting (MV) is the majority of classification type among all four sensor positions.
In this work, the majority voting is the majority of classification types among all four sensor positions.
The majority of classification errors occurred at Level I of the classification hierarchy (i.e., misclassifications were generally to a different Level I class, not to a Level II class within the same Level I class).
While some algorithms, particularly Naive Bayes and SVM, showed often large improvements versus the non-discretized data, the majority of classification algorithms (K-nn, AdaBoost, C4.5, Random Forest and Logistic Regression) typically did not show any improvement across the discretization algorithms in these datasets.
The majority of classification errors were mainly observed in the periventricular white matter regions where signal intensities approached that of CSF, resulting in WM being misclassified as CSF (Figure 2).
The teams agreed that the majority of classification systems failed to provide sufficient instructions on use.
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In a majority of classifications Terenura is placed close to other antwrens, but with no strong data support.
The majority of classifications were metabolic pathways and biosynthesis of secondary metablolites, which represented 19.15% and 6.05% of total annotated unigenes, respectively.
If an item was classified as healthy or unhealthy in a majority of classifications presented by Hawkes, the item was categorized similarly as healthy or unhealthy.
For all communities, RITA classification Groups I-III accounted for the vast majority of classifications, although the relative proportion of contigs assigned to these groups varied (see Additional file 4).
Hence, by counting each probe set as a unit in the GO classification system the way it is done by a majority of GO classification programs such as MappFinder, OntoExpress and the one provided by NetAffx, a bias may be introduced [ 24, 25].
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