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Update README.md
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README.md

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@@ -16,12 +16,10 @@ where mu is the mean of the (weighted) sample labels and n is the sample size in
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Both mu and n can be adjusted to account for label noise.
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mu should be adjusted using the Rogan Gladen (RG) estimator for the sample mean:
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mu should be adjusted using the [Rogan Gladen](https://en.wikipedia.org/wiki/Beth_Gladen) (RG) estimator for the sample mean:
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rg(mu, sensitivity, specificity) = (mu + specificity - 1) / (sensitivity + specificity - 1)
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See: https://en.wikipedia.org/wiki/Beth_Gladen.
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n should be adjusted using the following formula:
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num_bits_per_label = (1 - entropy((sensitivity + specificity) / 2))

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