Some intuitions
•Note that this is just like Perceptron, but with multiplicative change, not additive.
•Moves weights in right direction;
–if wTx was too big, shrink weights that effect inner product.
–If wTx too small, make weights bigger.
•Weights change more rapidly (exponential with mistakes, not linear).
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