3. Tools
In the context of kernel-based learning methods, the first thing to do for the engineer seeking to build a pattern recognition system is to identify the kernel or kernels that will form part of the study
.
Let Ω be a set, a kernel k on Ω is a two-variable function of Ω × Ω with value in
. We have seen the kernel as the evaluation functional...
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References
A few books to find out more
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(1) - VAPNIK (V.) -
Statistical Learning Theory
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. Wiley, 1998.
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(2) - HASTIE (T.), TIBSHIRANI (R.), FRIEDMAN (J.) -
The elements of statistical learning
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. Data Mining, inference and predictions, Springer, 2001....
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