Sentence examples for focus on the kernel from inspiring English sources
That's the only way to focus on the kernel of the issue: the current dominant majority and their mindsets".
In my opinion, the methodical part should focus on the kernel of the new method, i.e. PLS and the decomposition into two-class comparisons and comparison with state of the art.
Early work focused on learning the kernel as a linear combination of given base kernels (Lanckriet et al., 2004).
Hence, we apply just the original BLF with σ r =σ for the low-band filtering, and we have focused on the kernel design for the high-frequency subband L 1. Also, when comparing the results between the adaptive bandwidth and non-adaptive bandwidth (when σ h is fixed), the gain by the adaptive scheme is not significant (under 0.1dB PSNR gain) because the edge area is small compared to others.
Although there are a class of kernel functions available, we mainly focus on the following kernels: a Gaussian radial basis function ('rbf') kernel: k x, x′)= exp(|| x− x′||/2 σ), quadratic kernel ('quad') : k x, x′)=(1+(x i · x′)), multilayer perceptron kernel ('mlp'): k x, x′)= tanh((x i · x′)−1) kernel, and a widely-used linear kernel: k x, x′)=(x i · x′), in our experiment.
In this work, we mainly focus on the linear kernel for its efficiency in proteomic pattern classification.
The second type focuses on extending the kernel functionalities of DBMSs to meet challenges in scientific data management.
In this paper, we focus on the issue of kernel design.
In the future, we will focus on the optimization of kernel width and imbalanced data classification problems.
Here, we focus on the problem to reconstruct the kernel w when u is known.
