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In this work, we use computational methods to study a model CPG network that was previously suggested as a kernel for turtle pocket scratch (pocket) and rostral scratch (rostral) motor pattern generation [4].
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It is a commonly used kernel that has been suggested as a good starting point for SVM modelling [27] and has previously been successfully used in QSAR studies [5, 17, 21].
The diffusion kernel of graph was also suggested as a universal similarity metric to construct the clustering tree of networks [ 7].
Both versions of the past, Heller suggests, contain a kernel of truth.
The story may well be apocryphal -- Warnaco said its drivers do not recall using flashing lights -- but like any good legend, it suggests a kernel of truth.
The results suggest a kernel of truth to the idea that sociable individuals are also attractive.
This guideline is an extension of Guideline 2 which suggests simpler kernels, as a more complex kernel will tend to use more registers.
Studies suggest that most unimodal densities perform about the same as the other when used as a kernel, and the choice between kernels can be made on other grounds such as computational efficiency.
The SVM classifier is designed by selecting Gaussian RBF kernel as a kernel function.
Each similarity measure that fulfils the kernel properties can be used as a kernel.
Radial basis function was chosen as a kernel.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com