Kernel Ridge Regression With Autocorrelation Prior: Optimal Model And Cross-Validation

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Kernel Ridge Regression With Autocorrelation Prior: Optimal Model And Cross-Validation


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Kernel Ridge Regression With Autocorrelation Prior: Optimal Model And Cross-Validation

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Kernel regression problem with autocorrelation prior is discussed in this paper. We revealed the optimal model of the kernel ridge regression in terms of the expected generalization error under the assumed autocorrelation prior. This result agrees with th
Kernel regression problem with autocorrelation prior is discussed in this paper. We revealed the optimal model of the kernel ridge regression in terms of the expected generalization error under the assumed autocorrelation prior. This result agrees with th