Sentence examples for using a kernel function from inspiring English sources

We therefore briefly discuss implications and problems that might emerge using a kernel function that does not satisfy the theorem.

The kernel method inserts the cross-correlation term using a kernel function whereas ANSS considers the cross-correlation term by averaging on a few frames.

Fortunately, kernel functions that do not satisfy Mercer's theorem have been verified to be effective for classification of sequential data using a kernel function in [18].

In this technique, the input data, x, are mapped from original space into a multidimensional feature space using a kernel function and then, a linear fitting function in this space is computed.

By using a kernel function, the embedding in the Hilbert space is actually performed implicitly, that is by specifying the inner product between each pair of points rather than by giving their coordinates explicitly.

Mode calculation is formulated as an iterative scheme of mean calculation, which takes a certain number of feature points and calculates their weighted mean value by using a kernel function, such as the Gaussian.

KDE uses a kernel function to smooth the local neighborhood of data samples.

In this study, we used a kernel function (3) that is a particular case of the multiform, tiltable exponential kernel proposed in[23].

Then, in the second step, we use a kernel function to map each VSMMD to a feature space typically used for classification.

The algorithm can use a kernel function to map the problem into a high dimensional space where the problem can be easier to solve.

In order to solve non-linear problems, SVMs use a kernel function [17, 18], which allows better fitting of the hyperplane to more general datasets.