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Currently, the predict_confidence method will compute the decision scores for the anomaly detector from scratch. While this might be necessary in some cases, it is possible that the decision scores on the test set have already been computed before. This means that duplicate work is done. It could be an optimization to not have to recompute the decision scores in every call of the predict_proba method. |
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