Re: Perceptron: should w_0 (bias) be updated?
Since I've not seen your code, I cannot say with certainty that it has a defect; however, the results you have reported indicate an extremely high probability that such is the case. It is also possible, though highly improbable, that you were extraordinarily unlucky and repeatedly drew random values that skewed your results.
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