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It is described also the classifying method used by RFI to define its stations.
Their value possibly depends on the classifying method and, therefore, their importance may be reduced in the final results.
The two class EM classifying method discussed in Eq.(14) can put data into 2 or 3 classes.
The 0 60 Hz frequency range was continuously segmented into 15 subbands, and the averaged EEG log-power spectrum from each sub-band (with a 4 Hz bandwidth) was extracted to generate the spectral features used by the classifying method.
To examine the newly developed expression pattern classifying method, published RNA-Seq data were obtained from the GEO (http://www.ncbi.nlm.nih.gov/geo/, accession number GSE33782).
This study adopted the classifying method of Francis et al. (2005), in which AOA sequences were classified by habitats and three clades were defined: sediments, water column, and soil/sediment.
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The FTA literature contains several proposals for classifying methods [11, 35, 36, 37, 38].
Tools for the investigation of time series include a large portfolio of forecasting, estimating or classifying methods and the identification of dependencies, harmonic anomalies or recurrences.
Accurate prediction of linear B-cell epitopes requires effective features encoding, features selection and proper classifying methods.
Advanced classifying methods, such as FFF and AUC, may provide additional solutions to accurate metrology in this size range, but they are not validated for the specific purpose.
The initial analysis using the cluster classify method was thus considered valid.
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