Quote:
If 'agrees' with all the training examples, then indeed the algorithm will try to scale it up to get the value of the logistic function closer to a hard threshold.
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Thank you for this comment - I finally have some idea what I'm seeing in the homework. This point is worth stressing: the scale of w determines the sharpness of the threshold.