Sentence examples for final kernel from inspiring English sources

Rate and duration of individual grain growth determine final kernel weight and are influenced by environmental factors.

The final kernel value is obtained as the sum of the similarities of the assigned atoms normalized by the self-similarities (i.e., the kernel similarities) of the respective molecules.

The final kernel is obtained by summing the similarities of the atom sequences of the molecules, whereas each sequence similarity is additionally weighted by the probability that the respective sequence is randomly drawn from the set of possible sequences in the molecule.

The weights must add up to 1 to preserve the value on the diagonal of the final kernel.

Since the final kernel used for the integrated dataset is a summation of eight kernels, the corresponding embedded space is of very high dimension.

A natural choice for this complex data integration task is kernel methods (Schölkopf et al., 2004), which unify the data representation as special matrices called kernels and facilitate easy integration of these kernels into a final kernel K through various means (Lanckriet et al., 2004) (Fig. 1b).

Receiving Operator Curve for the three separated kernels (GEX: gene expression; CHEM: chemical structure; TAR: molecular targets) and the final joint kernel in respect with ATC classes.

We note that the weights used for the constituent kernels roughly track the relative performance of the kernels: for example, K P and KMS yield the highest accuracy and also have the largest weights for K ¯ P 1 (see Table 1), while the two weakest base kernels, K M and KYH, have zero weights and do not contribute to the final composite kernel.

For this reason we removed all the drugs falling into ATC classes with less than 8 exemplars, obtaining a final 281×281 kernel K.

QEMU-KVM version 1.0.50 and Xen version 4.0.0 are used as hypervisors, both running on the same hardware using CentOS 5.5 (final) with kernel version 2.6.32.24.

We then Gibbs sample (our final transition kernel), which is always possible in a small, finite, discrete state space.