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Despite this, SVMs are no less expressive than multilayer perceptrons; the support vectors effectively act as a hidden layer and their weighted average as the output layer. For example, an SVM can easily represent the exclusive-OR function by having one support vector for each of the four possible configurations.
The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World
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