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Tag Archives: Adaline

Notes on Perceptron. Part 6: Experimenting with Learning Rate

Here we compare Pocket PLA, Adaline and some of its variations with adjustable learning rate using artificial training data.

Notes on Perceptron. Part 5: Adaline

Adaptive linear neuron (or element) aka Adaline can be viewed as a variation of PLA with update scaled by the mismatch magnitude. While not the universally best choice for the classifier learning algorithm, Adaline can be viewed as an improvement over the original PLA.