Sentence examples for as kernel to from inspiring English sources

A Gaussian radial basis function is used as kernel to perform non-linear classification.

Another approach is to rely on the empirical distribution and apply a genomewide averaging method, such as kernel smoothing to identify genomic regions that show unusual differentiation relative to the genomewide average (Hohenlohe et al. 2010a).

DOI: http://dx.doi.org/10.7554/eLife.06229.005 For each set of reverse-correlation experiments, we used the TTA as the convolution kernel to calculate the linear filter outputs and computed the turn rate as a nonlinear function of the filter output.

Such benchmarks are built "ad-hoc" for each different application, even if a set of stable application for common resources and application are available and can be used as kernel benchmark to compare different providers [92].

Fig. 5 Radial basis kernel function experiment result Figure 5 shows that using the RBF radial basis as kernel function to obtain the SVM model results in 48 iterative calculations, made up of 62 support vectors; the accuracy of using the file tr1.model to classify the 63 test samples was higher than the polynomial kernel function, with the classification accuracy of about 87.3016%%.

A meta-system, which serves as IMS-TM kernel to manage and control the operation of the systems, is presented.

Google just bolted a big ol' bag of drivers (also known as the Linux kernel) to Chrome and are calling it the Google Chrome Operating System.

We used the smoothed TTA as a convolution kernel to find the output of the linear filter stage of the LNP model.

MeDiChISeq computes a model from a selected subset of the multiple binding events that constitute a genome-wide profile; then, this model is used as a deconvolution kernel to predict global binding/modification events, which are further validated by applying a non-parametric bootstrapping approach.

We chose the Laplacian Exponential Diffusion Kernel because Köhler et al. (2008) already applied this kernel as a good performing kernel to construct a distance network [3].

Based on this property we introduce monotonic sequences of iclusters (i.e., single-link clusters) to model the phenomenon that a natural cluster has a dense kernel and the density decreases as we move from the kernel to the boundary.