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. 2016 Feb 26;6:21963. doi: 10.1038/srep21963

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The inference error attains a minimum near the true bound , and it trends almost linearly with as it is increased beyond . As , the inference error increases exponentially, which is an evidence of over fitting.

Inline graphic — The inference error attains a minimum near the true bound , and it trends almost linearly with as it is increased beyond . As , the inference error increases exponentially, which is an evidence of over fitting.