Neural networks · Question 13 of 60

What can a single-layer perceptron be used for?

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Answer

  • A Supervised learning of binary classifiers for linearly separable problems

Explanation

The single-layer perceptron is one of the oldest neural networks. It learns, under supervision, to tell two classes apart, for example spam and non-spam. However, this only works if the classes can be separated by a straight line in the input space.

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