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SVM Incremental learning are known to result in a quadratic programming problem, that requires a large computational consumption. To reduce it, this paper considers, from the geometrical point of view, hull vectors and center vectors. The given algorithm is based on utilizing the result of previous training effectively and retraining the most important samples(hull vectors) for incremental learning...
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