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What happens if you train a neural network too much?
by sixcorners 14y ago
What happens if you train a neural network too much?
- StavrosK 14y agoIt becomes less able to generalize and its accuracy drops.
- archivator 14y agoThis was more a case of the training data not being representative of the actual domain (since Google changed the domain before the presentation). If it were a case of overfitting, the system wouldn't have had the accuracy it had, since it wouldn't work well for data outside the training set.
- keeperofdakeys 14y agoThere is always the tank story/myth http://neil.fraser.name/writing/tank/ http://neil.fraser.name/writing/tank/. Of course, that is more about how a neural network might not be training itself in the way you expect.