Sentence examples for global kernel from inspiring English sources

The kernel functions of the SVM mainly include a local kernel function and a global kernel function.

GWR model comparisons showed that the local kernel bandwidth GWR model was more realistic than the global kernel bandwidth GWR model, as the latter exaggerated local spatial variation.

However, due to the global kernel it uses, the LCT can only reveal the overall linear canonical domain (LCD -frequency contents.

A GWR model with local kernel bandwidth was compared to a GWR model with global kernel bandwidth and an ordinary least-squares regression (OLS) model with the same parameters to evaluate their relative abilities in modeling deer distributions.

First, the high dimensional data space is mapped into the reproducing kernel Hilbert space (RKHS) rather than the Hilbert space, with a mixture of kernels, i.e. a linear combination between a local kernel and a global kernel.

Cropland area was expanded or contracted as necessary, using a global kernel density representing the combined density of cropland and distance of each grid-cell to the nearest cropland region.

In order to improve the performance of the SVM, it is proposed to combine the local and global kernels to construct the MSVM, which can be described as follows: K_{hbox{min} } (varvec{x}_{i},varvec{x}_{j} ) = lambda K_{RBF} (varvec{x}_{i},varvec{x}_{j} ) + (1 - lambda )K_{ploy} (varvec{x}_{i},varvec{x}_{j} ) (18 where λ (0<λ<1) is the tuning parameter.

Finally, the global context kernel is defined as the linear combination of these three n-grams kernels.

The vector is called the global encoding kernel for channel.

We propose to define this string's similarity using the global alignment kernel framework.

In finding the global coding kernel for the processing link, they select a vector from the candidate vectors.