4 ms·
How do you get the data for training how a break-in looks like?
by tobltobs 9y ago
How do you get the data for training how a break-in looks like?
- marsRoverDev 9y agoCouldn'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?
- headcanon 9y agopossibly some kind of anomaly detection, but I'm not sure how you would model the data.
- network_ops 9y agoI'm guessing this would also use data for time of day, and if anyone is at home