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As resumed, in the initial classification, two principal topics are covered in 12 top quality research articles: 1.
Starting from a set of protein kinases already classified in terms of Hanks and Hunter subfamilies based only on the similarity of their catalytic domains, our goal is to use full-length distances to detect the sequences that are outliers in the initial classification.
In the initial, classification results using the top 20 uncorrelated features from the whole brain were extracted from 805 possible features using the linear discriminant analysis backward search technique to rank features (this technique was adopted because it produced the biggest AUC value, 91%, during the feature-ranking phase).
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Herds retained their classification if the initial classification was consistent with the revised one.
In both cases, the initial classification is then improved by the k – means algorithm.
In this section, the initial classification is refined using an GHMRF model.
For tomograms with the highest noise level, the average precision is improved from 0.39 to 0.44 in comparison to the initial classification (Table 1 and Fig. 6).
For tomograms with the highest noise level, the precision is improved from 0.31 to 0.51 in comparison to the initial classification (Tables 1 and 2).
In addition to the initial classification used for both species, some platelet and fibrin characteristics were independently analyzed for each species.
Later studies, however, supported the initial classification in the Russulales.
OGIB is the initial classification in about 5% of all patients with bleeding from the digestive tract [ 2].
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