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You should also test different step sizes. Wikipedia doesn't discuss how to do this, but it should be straightforward for you to figure out; the algorithm description in the lecture notes includes the step size. (But try to figure it out: consider the update equation for a weight, and ask yourself: where should I put a stepsize parameter, to be able to adjust the magnitude of the weight update?) | You should also test different step sizes. Wikipedia doesn't discuss how to do this, but it should be straightforward for you to figure out; the algorithm description in the lecture notes includes the step size. (But try to figure it out: consider the update equation for a weight, and ask yourself: where should I put a stepsize parameter, to be able to adjust the magnitude of the weight update?) | ||
- | For the Iris dataset, you should test ''c=1'', ''c=0.1'', ''c=0.01''. | + | For the Iris dataset, you should test at least ''c=1'', ''c=0.1'', ''c=0.01''. |
- | For the CIFAR-10 dataset, you should test ''c=0.001'', ''c=0.00001''. | + | For the CIFAR-10 dataset, you should test at least ''c=0.001'', ''c=0.00001''. |