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A full measure (100%) of accuracy was obtained by a complete match between the most frequent label and the actual label, which showed that the DNN model hit the label of 360 training dataset groups without a single failure.
All nodes update in a synchronous way their labels by selecting the most frequent label in the direct neighborhood.
Label propagation (LP) [27]: The algorithm requires that each node v∈V determines its community by choosing the most frequent label shared by its neighbors.
We use the cross-validation results to compare the performance of the classifier against a baseline classifier which simply assigns the most frequent label amongst the training set to all individuals.
Our results may have diverged from previous studies with older African-American due to concomitant health issues such as diabetes mellitus or hypertension that necessitate more frequent label reading, in contrast with the younger population of African-American adolescents surveyed in NHANES who likely do not have a high prevalence of these health issues.
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Despite the frequent labeling of Mejia's suspension as a "lifetime ban," Major League Baseball's Joint Drug Prevention and Treatment Program does not actually say as much.
To be clear, despite the frequent labeling of Mejia's PED suspension as a "lifetime ban," Major League Baseball's collectively bargained Joint Drug Prevention and Treatment Program does not actually indicate that a lifetime ban is the appropriate punishment for a third positive drug test.
EIS as the most frequent label-free technique utilized in glycoprofiling is based on application of a small alternating potential amplitude to the electrode.
Intense and frequent labelling of neurones from the subiculum to CA4 was more consistently seen with anti-pS6 (ser240/244).
Epithelial cells lining simple and atypical cysts (Fig 4N and O) and neoplastic cells (Fig 4P) displayed frequent labelling for the proliferation marker Ki67.
In this case, the strongest labelling is seen in frontal and temporal lobes, basal ganglia, followed by parietal and occipital regions, and the least frequent labelling in the cerebellum and pons.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com