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#1
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Are there any ways for determining when this is happening when applying machine learning to a dataset, and quantifying the reliability of the predictions, or is this a matter of judgment left to the practitioner?
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#2
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In some methods such as linear regression, there is a confidence interval that you can get with each prediction that can help quantify the (objective) reliability. Hope this helps.
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#3
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#4
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#5
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#6
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Great help, thanks for sharing.
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#8
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Thanks htlin!
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#9
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Thank you
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