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Weighting Methods for Rare Event Identification From Imbalanced Datasets

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In machine learning, we often face the situation where the event we are interested in has very few data points buried in a massive amount of data. This is typical in network monitoring, where data are streamed from sensing or measuring units continuously but m... ...