Computers and Technology, 12.11.2020 16:50 valeriegarcia12
Create our own target function f and data set D and see how the perceptron learning algorithm works. Take d = 2 so you can visualize the problem, and choose a random line in the plane as your target function, where one side of the line maps to +1 and the other maps to -1. Choose the inputs x, of the data set as random points in the plane, and evaluate the target function on each xn to get the corresponding output yn Now, generate a data set of size 20. Try the perceptron learning algorithm on your data set and see how long it takes to converge and how well the final hypothesis g matches your target f.
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Create our own target function f and data set D and see how the perceptron learning algorithm works....
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