Sentence examples for by replacing the kernel from inspiring English sources

Note that, this problem is reduced to the standard SVM model by replacing the kernel function with.

By replacing the kernel function with, the freely available software for SVM implementation, LIBSVM (v.2.88) [ 26], can be used to solve our structure-based SVM model.

A legitimate extension of the previous derivative is then proposed by replacing the exponential kernel with a stretched exponential kernel.

This concept can be adapted to other kernels by replacing the Gaussian part by the kernel (3).

Thus, we can easily obtain their kernel extensions by replacing the inner products with kernel matrices.

However, by replacing the inner product by a kernel K [ 15], a non-linear SVM is constructed: (8) s (x )   =   ∑ i = 1 N α i y i K   (x i,   x )   +   b.

In this article we consider the kernel estimate and show that by replacing the boundedness assumption on X by a proper moment condition the same (optimal) rate of convergence can be shown as for bounded data.

The data points are implicitly projected from the input space I into the feature space F by replacing the standard Euclidean dot product with a positive-semidefinite symmetric bilinear form, the kernel function κ (Eq. 2).

The evolutionary kernel can be expressed in terms of by replacing the coefficients, (23).

By replacing the inner products 〈 φ i, φ j〉 of K Φ with the values κ(x i, x j) of a real-valued function κ on X × X called a kernel function, the kernel trick overcomes this problem by allowing for computation of said inner products without having to directly compute φ.

The third exploit replaced the kernel, becoming a part of iOS.