Sentence examples for all the parameters of the kernel from inspiring English sources

i.e., all the parameters of the kernel function in Eq. (22) and standard deviation σ of the observation noise.

Besides the number of features, the parameters of the kernel method (parameter γ for LS-SVM with normalized linear kernel) also need to be selected.

The parameters of this kernel vary with the flow field inside the canopy and the seed terminal velocity.

And comparing with polynomial kernel, the parameter of RBF kernel is fewer.

The Kernel function of this model is RBF, and the parameter of this Kernel function is ϒ = 5.

where K denotes the kernel function, and h denotes the bandwidth (BW) parameter of the kernel.

C is the penalty factor, and σ is the parameter of kernel function.

It is well known that LS-SVM generalization performance (estimation accuracy) depends on a good setting of meta-parameters parameters C and the kernel parameters.

The regression performances vary with different selection of four important parameters: The kernel function f The penalty parameter c The kernel parameter g and The degree of the kernel function d.

The main advantage of this methodology is the choice of replacing the stock kernels by choosing the best parameters of kernel PUK.

The parameter σ, relative to the bandwidth of the kernel, was defined as the standard deviation of the raw data inside each segment summarized for all segments in all samples.