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Perceptron Discriminator Applet

``...w0ah!''

Alex S.

Plot 'x' and 'o's. When you click, applet starts with random weights and uses gradient descent (learning rate 0.1) to train a perceptron [sigmoid, 1/(1+exp(-a)) function] to classify the points. The applet does 10000 iterations, and doesn't always succeed. Right clicking plots the opposite of what's selected (ie: if 'x' is selected, left clicking plots 'x', right clicking plots 'o', and vice versa if 'o' is selected). Type any key to reset.

[PerceptronDiscriminator.java] [BufferedApplet.java] [pMatrix.java]

 

 

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