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Targeting such limitation, a new pattern recognition method – variable predictive model based class discriminate (VPMCD) is introduced into roller bearing fault identification.
Secondly, GA-VPMCD method is presented by combination genetic algorithm (GA) with conventional variable predictive model based class discriminate (VPMCD) approach.
In addition, in the design of the classifier, targeting the limitation of existing pattern recognition method, a new pattern recognition method-variable predictive model based class discriminate (VPMCD) is introduced into roller bearing fault identification.
Therefore, a robust regression-variable predictive mode-based class discriminate (RRVPMCD) method is proposed in this paper, robust regression is adopted to estimate parameters and the effect of "abnormal value" in the estimation of parameters would be reduced by giving each feature a weight.
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And one thing your book takes on is this sort of idea of throwaway people, of the people who actually live in a ghetto community, who live in black America or lower class, discriminated against, black America.
OCT classes discriminated the largest bandwidth of OCT diameters.
Class discriminating measure (CDM) is a derivation of the odds ration introduced by Chen et al. [ 16].
Then the obtained metric with reformed definition is referred to as CDMcs, class discriminating measure based on context similarity.
These results clearly demonstrate that different approaches used for data extraction and selection of discriminating genes can lead to the identification of different sets of class discriminating genes.
In order to elaborate the context similarity-based feature selection metrics, the class discriminating measure (CDM) is considered as an example, which was very useful in reducing the feature set in some application domains.
This allowed the identification of markers that drive membership of a given class and that discriminate the class from the others.
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CEO of Professional Science Editing for Scientists @ prosciediting.com