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This method gave the best classification of the data into the two classes.
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Figure 10 shows the best classification of metal ions when SNP electrode is used.
A subset of the weighted features is thus selected as the best subset for subsequent classification of the data.
Performance can be measured on data, but only if a performance function is defined, e.g. the best Jaccard score achieved for classification of the data within an SVM approach.
Classification of the data.
The features that provide the best classification for one data set may not be optimal for all NIRS data sets, and should ideally be optimized for individual participants.
The original three families proposed by Eisenack represented the best classification possible with available data, based largely on the presence or absence of chains of organisms and the chamber's shape.
bAcute respiratory distress syndrome with best classification from reported data.
However, considering all channels provide the best classification performance irrespective of the task or the subject.
One immediately observes that the best classification performances for all three data sets were achieved by the SNB approach.
In OV, the best classification accuracy of long versus short survival was 83.33%, using four features.
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CEO of Professional Science Editing for Scientists @ prosciediting.com