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Questions about the similarity functions used in machine learning to compare inputs in implicit higher-dimensional feature spaces.

1 vote
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How do we mathematically figure out if a SVM kernel function overfits?

Looking at the kernel function (Gaussian, polynomial. chi-squared, etc) how do we figure out that changing which value will cause overfitting? In my perspective, if we increase (for example) the varia …
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