Original sentence: For example, see Support Vector Machine.He proved Mercer's Theorem, which shows that positive definite kernels can be expressed as a dot product in a high-dimensional space.James Mercer (January 15,1883 - February 21,1932) was a mathematician, both in Bootle, Liverpool, England.Mercer died in London, England.This theorem is the basis of the kernel trick (applied by Aizerman), which allows linear algorithms to be easily converted into non-linear algorithms
Edited sentence: Born: 15 Jan 1883 in Bootle, Liverpool, England.Died: 21 Feb 1932 in London, England.External links:.Mathematician author of the Mercer's Theorem that enable the Kernel trick that enable the SVM that is one of the greatest advances on the Machine Learning field