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A test signal is classified as a class e signal, if the majority of its test feature vectors (i.e., excluding the feature vectors assigned to common clusters) belong to class e.
A test signal is classified as a class e signal, if the majority of its test feature vectors (i.e., excluding the feature vectors assigned to common clusters) belong to class e. Cluster f → test, the cluster, which each test feature belongs to, is found as the nearest cluster based on ED criterion: Cluster f → test = arg Min i u = 1, …, K, f → test − C → u, = u f, (9).
The label of the above cluster is assigned to each test feature, and is used to determine the class f → test belongs to: f → test ∈ Class e if α u f = e, (10) Once all the feature vectors in a test signal are labeled, the feature vectors that are assigned to common clusters are excluded and the labeling of the remaining feature vectors are used to classify the signal.
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Likewise, CC population contained individuals assigned to 'common guppy' cluster 2. Overall, our data do not support existence of two species which can be easily separated based on male morphology.
Together these data show that subsets from different phenotypically defined HSC populations share common molecular features and can be retrospectively assigned to a common cell surface phenotype.
Missing assignments in the remaining SNPs were assigned to the common allele to provide complete genotypic data.
The eight patients belonging to N are assigned to a common cluster in 88% of the experiments, whereas the 26 patients belonging to N- are assigned to a common cluster in 95% of experiments.
A second group was assigned to take common pain relievers like acetaminophen and — in some cases, at the discretion of a doctor — stronger drugs like narcotics and muscle relaxants.
The system reliability decreases more, if the redundant components have more similarities and are therefore assigned to several common cause failure groups.
In order to quantify the significance of the overlap between different classes, the clusters with more that 30% of overlap are assigned to the common clusters, and the remaining clusters are identified as the discriminant clusters.
Besides, through the 2D IR analysis, more exact and detailed assignments of the overlapped CH2 bands have been made – the 1193 cm−1 band is attributed to methylene next to the carbonyl group, whereas the 1162 cm−1 and 1295 cm−1 bands are assigned to other common methylenes.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com