Contextual vs Structural #59
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Many your datasets have both structural and contextual outliers injected into the datasets. Is it possible to determine whether it's a 1: contextual, 2: structural, or 3: both after the model as been fit? It looks like model.label_ and model.predict() both return either 0 or 1 and don't tell us which type it is. Thank you! |
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Thanks for your suggestion. The original models only predict whether the nodes are outliers or not. So current implementation won't be able to tell the type of outliers. But in the future, we may cache the intermediate score for feature and structure reconstruction, which may help determine the type of outliers. |
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Thanks for your suggestion. The original models only predict whether the nodes are outliers or not. So current implementation won't be able to tell the type of outliers. But in the future, we may cache the intermediate score for feature and structure reconstruction, which may help determine the type of outliers.