Understanding Support Vector Machines (SVMs) Classifiers

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The past couple of years witnessed the increased applications of statistical methods in different fields and for different purposes. These differences made the deficiencies of the existing methods apparent. However, it was not until the Internet became a hit in 1990 that the dissatisfaction with the then current statistical methods considerably grew since the methods are proving to be more and more disadvantageous. This eventually incited the d...

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