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Bayesian is Great.
Bayesian is only a linear classifier
- Consider the “checkerboard” problem
Markovian requires the nonlinear features to be textually “near” each other
- can’t be sure of that; spammers are clever
Winnow is just a different weighting
KNNs are a very different kind of classifier