As of July 2014, the market cap for Silvercorp Metals Inc (SVM) is $304,173,178.24.

Anyone interested in knowing what company is the owner of SVM they would most likely want to check into who is the highest share holder. In this case it seems as if Van Eck Associates Corp owns SVM with the most share holdings.

A kernel is used to implement the SVM algorithm in practise. An input data space is transformed into the appropriate form using a kernel. The kernel trick is a technique used by SVM. The kernel transforms a low-dimensional input space into a higher-dimensional space in this case.

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The symbol for Silvercorp Metals Inc in the NYSE is: SVM.

The choice between SVM and k-NN classification depends on the specific characteristics of the dataset and the problem at hand. SVM is generally better for high-dimensional data with clear margins of separation, while k-NN can perform well on datasets with complex decision boundaries and noise. It's often recommended to try both algorithms and evaluate their performance using cross-validation to determine which one works better for a particular task.