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When presented with imbalanced data sets, most standard learning and mining algorithms fail to properly represent the distributive characteristics of the data, and as a result, provide unfavorable accuracies across the classes of data.
When you click on links to various merchants on this site and make a purchase, this can result in this site earning a commission. Affiliate programs and affiliations include, but are not limited to, the eBay Partner Network.