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Couldn't you just train it on genuine visitors and then use the probability of it being a genuine visitor to determine whether it is a break in?
by marsRoverDev 9y ago
Couldn't you just train it on genuine visitors and then use the probability of it being a genuine visitor to determine whether it is a break in?
- kmmlng 9y agoI imagine only training on genuine visitors would be tricky with any traditional classification approach. Even having a 90/10% split of positive/negative training data is difficult since a lot of classifiers will just degrade to a majority vote. Maybe a Restricted Boltzmann Machine or something similar?