Perceptron

What is Perceptron

The Perceptron is a machine learning algorithm used for binary classification. The algorithm is based on a linear model where the input is transformed into a linear combination of the weights and bias. If the linear combination is greater than a threshold, the perceptron outputs a 1, otherwise it outputs a 0. The perceptron is trained using a training set of data where the correct output is known. The weights and bias are updated after each training example is presented until the perceptron converges on a solution.

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How does Perceptron works

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Perceptron in action

2D:

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Sources :

1. simplilearn
2. Wikipedia