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How to compute prediction and confidence intervals (error bars)?

April 26, 2017bars compute confidence Error intervals prediction

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How to compute prediction and confidence intervals (error bars)?

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(This answer is only about half finished. I will get around to the other half eventually.) In addition to estimating over-all generalization error, it is often useful to be able to estimate the accuracy of the network’s predictions for individual cases.