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People also ask
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What is a bounds error?
An error bound is a positive number that is known to be larger than the magnitude of an error.
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What is the error estimate of approximation?
The approximation error in a data value is the discrepancy between an exact value and some approximation to it. This error can be expressed as an absolute error (the numerical amount of the discrepancy) or as a relative error (the absolute error divided by the data value).
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Is correlation important for clustering?
Regardless of the number of clusters we choose to look at, the correlation between the two variables results in a predictable pattern of mean cluster values. At very high correlations, mixed value clusters are absent and appear (as very small clusters) only by increasing the number of clusters.
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What does an error bound mean?
When estimating a population mean, the margin of error is called the error bound for a population mean (EBM). A confidence interval has the general form. (lower bound, upper bound) = (point estimate – EBM, point estimate + EBM).
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What is model approximation error?
In the context of AI/ML and computing, approximation error refers to the discrepancy or deviation between the true value of a quantity and its estimated or approximated value obtained through a model or algorithm.
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What are error bounds for approximation?
They tell us the maximum possible error in our approximations. So if the error bound is very large, we know that it's possible that our approximation is bad, and far from the actual area. If the error bound is very small, we know that our approximation is pretty good, and close to the actual area.
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