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Drop ref to proper scoring in threshold description.
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site/en/tutorials/structured_data/imbalanced_data.ipynb

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"\n",
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"#### Other metrices\n",
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"\n",
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"The following metrics take into account all possible choices of thresholds $t$, but they are not proper scoring rules and only assess the ranking of predictions, not their absolute values.\n",
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"The following metrics take into account all possible choices of thresholds $t$.\n",
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"\n",
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"* **AUC** refers to the Area Under the Curve of a Receiver Operating Characteristic curve (ROC-AUC). This metric is equal to the probability that a classifier will rank a random positive sample higher than a random negative sample.\n",
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"* **AUPRC** refers to Area Under the Curve of the Precision-Recall Curve. This metric computes precision-recall pairs for different probability thresholds. \n",

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