Estimation of Covering number in learning theory

摘要

Using the Chebyshev nodes and methods in reference [5], we established the estimation of covering number of learning theory in reproducing kernel Hilbert space. A counter example is presented to show that the estimation of covering number of Gaussian kernel functions.