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The proposed method provides a high generalization capability and a unique solution for the architecture design.
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A minimum subset of predictor variables (also called 'features') that provides high generalization power to the Bayes linear classifier should, therefore, be sought using an optimization criterion.
This provides a higher quality image.
The random-effects model allows a higher generalization of the results than the fixed-effects model [ 37].
This article provides a multidimensional generalization of the study presented in [28, 29].
It is found that the SVM model provides the higher generalization performance than the conventional models including the theoretical and statistical models as well as the artificial neural network model, with the mean squared error of 3.64×10−4 and the correlation coefficient of 0.9974.
This framework provides a consistent multiphoton generalization of two-photon quantum optics and a consistent Hamiltonian description of multiphoton processes associated to higher-order nonlinearities.
This section provides a generalization of Fritz Carlson's type inequality for Sugeno integrals.
Our next result provides a soft metric generalization of the celebrated Kannan fixed point theorem [40].
This approach, pursued by Charles-Émile Picard and by Poincaré, provided a rich generalization of Riemann's original ideas.
Thus, in one sense, we provide a complete generalization of their methodology.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com