Dr. James McCaffrey presents a complete end-to-end demonstration of the kernel ridge regression technique to predict a single ...

The specific type of kernel regression presented in this article is Nadaraya-Watson kernel regression using a radial basis function kernel. The term "kernel regression" by itself is ambiguous because ...

Zhongda Tian, Shujiang Li, Yanhong Wang, Xiangdong Wang, Wind power prediction method based on hybrid kernel function support vector machine, Wind Engineering, Vol. 42, No. 3 (June 2018), pp. 252-264 ...

Shin Kanaya, UNIFORM CONVERGENCE RATES OF KERNEL-BASED NONPARAMETRIC ESTIMATORS FOR CONTINUOUS TIME DIFFUSION PROCESSES: A DAMPING FUNCTION APPROACH, Econometric Theory, Vol. 33, No. 4 (August 2017), ...

The idea of the classification algorithm with a nonlinear kernel is that given a quantum test state, the protocol calculates the weighted power sum of the fidelities of quantum data in quantum ...