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Scatter plot of the observations generated on the preconstructed training sets and their separating boundaries for the UBIRIS and CASIA Ver.1 using the optimal parameters are depicted in Figure 6.
The latter group comprises largely different structures that require RNA for the formation of active or repressive chromatin compartments with respect to gene expression as well as separating boundaries between these.
Support vector machines, originally presented in [ 57], find separating boundaries between decision classes after input vectors are non-linearly mapped into a high dimensional feature space.
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It is easier to achieve the separating boundary than learning on the full dataset.
For this purpose, the SVM is adopted to determine the separating boundary between the genuine and imposter classes.
the separating boundary (margin size) at a non-terminal node obtained by the OVA-DB2-like approach is larger than the one by the OVA method.
After weighting scheme is applied, WELM classifier can push the separating boundary from the minority class towards the majority class [28] As a result, the WELM classifier can be generalized to cost sensitive learning by assigning different weight [28].
The separating boundary is the direction in the data of maximum discrimination.
We consider the separated boundary conditions (1.2). with,.
For and, we consider the separated boundary problem (1.1) with (2.14).
The first case covers the periodic case and the second one separated boundary conditions.
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