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Old 01-31-2013, 01:08 PM
melipone melipone is offline
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Default General question on generalization bounds in Q2-3

What are those different bounds good for? Isn't there just one learning problem? Why would we choose one over another?
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Old 01-31-2013, 03:00 PM
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yaser yaser is offline
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Default Re: General question on generalization bounds in Q2-3

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Originally Posted by melipone View Post
What are those different bounds good for? Isn't there just one learning problem? Why would we choose one over another?
These are theoretical attempts to bound the generalization error using different approaches. Some of the bounds are more successful than others (read: are closer to the actual value of the generalization error) in different ranges. The goal of the problems is to compare them.
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