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Old 05-12-2012, 04:03 AM
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yaser yaser is offline
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Location: Pasadena, California, USA
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Default Re: doubt in lecture 11, deterministic noise

Originally Posted by rohanag View Post
Thanks again Professor, I have just one more question.

The two effects push overfitting in different directions, this means that if we fix a target, and expand H, the more complex H has a better ability to tackle the deterministic noise, but the complexity of the H in turn, makes for bad overfitting?
The second part is accurate as you phrased it. The first part I would rephrase by saying that the more complex {\cal H} is dealing with lower deterministic noise.
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