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We used a multivariate classification procedure to characterize the temporal dynamics of information processing when the stimulus was perceived consciously vs unconsciously.
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In view of the multiplicity and heterogeneity of the available information, the authors suggest constructing syndromic classes by a multivariate statistical analysis and classification procedure grouping cases that share similar pathological characteristics.
In order to demonstrate that our results are independent of a particular methodology we developed and compared multivariate classification models obtained using two independent procedures.
We used a two-step procedure incorporating first feature selection and then final multivariate classification (Guyon and Elisseeff, 2003).
In order to assess the degree of episodic information contained within medial temporal lobe structures, we used a two-step procedure incorporating first feature selection and then final multivariate classification [ 16].
Time-resolved multivariate classification of target type.
Time-resolved multivariate classification of target location.
Sample sites were allocated based on a multivariate classification of landscape attributes.
Multivariate classification methods based on machine learning techniques are available via the TMVA package.
Figure 6 Classification procedure.
Figure 4 Shot classification procedure.
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