When you want a person to do something, you train them. When you want a computer to do something, you program it. However, there are ways to make computers learn, at least in some situations. One ...

Dr. James McCaffrey of Microsoft Research uses code samples and screen shots to explain perceptron classification, a machine learning technique that can be used for predicting if a person is male or ...

The classical perceptron algorithm is an elementary row-action/relaxation algorithm for solving a homogeneous linear inequality system Ax > 0. A natural condition measure associated with this ...

The demo concludes by using the perceptron model to predict the authenticity of a new, previously unseen banknote with predictor values (0.00, 2.00, -1.00, 1.00). The computed output is -1 (authentic) ...