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README.md
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The following are computed where $D^{-}$ is the negative examples in the background set, $D^{+}$ is the positive examples in the background set, $D^{-}_{g}$ is the negative examples in the identity subgroup, and $D^{+}_{g}$ is the positive examples in the identity subgroup:
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\text{Subgroup AUC} = \text{AUC} (D^{-}_{g} + D^{+}_{g} ) (1)\\
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\text{BPSN AUC} = \text{AUC} (D^{+} + D^{-}_{g} ) (2) \\
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\text{BNSP AUC} = \text{AUC} (D^{-} + D^{+}_{g} ) (3)
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$$
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## How to Use
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The following are computed where $D^{-}$ is the negative examples in the background set, $D^{+}$ is the positive examples in the background set, $D^{-}_{g}$ is the negative examples in the identity subgroup, and $D^{+}_{g}$ is the positive examples in the identity subgroup:
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$$\text{Subgroup AUC} = \text{AUC} (D^{-}_{g} + D^{+}_{g} ) (1)\\
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\text{BPSN AUC} = \text{AUC} (D^{+} + D^{-}_{g} ) (2) \\
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\text{BNSP AUC} = \text{AUC} (D^{-} + D^{+}_{g} ) (3)$$
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## How to Use
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