Perceptron convergence theorem

Creator

Created

2023 Apr 27 1:34

Editor

Edited

2025 May 20 22:47

Refs

For linearly separable data, the perceptron algorithm converges in finite time.

However, it does not converge if the margin is small or the data is not linearly separable → This limitation led to the development of SVM.

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