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A New Approach to Multi-class SVM Learning Based on OC-SVM for Huge Databases
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2
August 2024
2024/2025
A+
The support vector machine (SVM) method is, in its origin, binary. It is based on
the principle of separation between the samples of tow classes, one positive and
one negative. In this form, the SVM method is very successful in several areas
of application given the precision it offers. In practice, we find more applications
with multi-class problems, hence the need to extend the binary model to meet
multi-class problems. Existing methods currently try mainly to optimize two
phases: a trai...
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