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It was also immediately considered as a very good algorithm to realize vectorial quantization, and at the same time pertinent classification, with nice properties for visualization.
However, the most pertinent classification system used at present is still descriptive and incorporates different classification schemes [ 48].
So long as patients can be classified to a certain extent, one can derive a CMI specific to that pertinent classification method.
MGD is not a projection method and all the information pertinent to classification is stored in large dimensional mean vectors and covariance matrices corresponding to each class.
The proposed criterion function, known as a separability index matrix (SIM), provides features pertinent to the classification task and a very low computational cost.
The pertinent anatomy, fistula classification and MRI findings will be discussed.
Later, we extended the method to exploit the scientific literature, using template- (23) and support vector machine (SVM -driven (24) SVM -drivenassification systems to extract pertinent sentences from PubMed abstracts.
The number of variables is reduced from 33 to a pertinent 3 genes which lead to a 98% correct classifications.
The ultimate test of validity is not whether foreign corporations differ from domestic, but whether the differences between them are pertinent to the subject with respect to which the classification is made.
http://www.dei.unipd.it/~ciompin/main/Ultranet/Ultranet.html As is well known, most optimization problems related to the inference of distance‐based trees used in phylogenetic analysis and classification are intractable (see [ 1, 2] for a pertinent discussion).
When pertinent, we stratified countries into income groups based on contemporaneous World Bank income-group classifications.
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