Decision reigon of linear classifier are
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Linear Discriminant Analysis
The decision boundary between two classes, say k and l, is the hyperplane on which the probability of belonging to either class is the same. This implies that, on this hyperplane, the difference between the two densities (and hence also the log-odds ratio between them) should be zero.
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