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VIDEO–Joe Barr at Acronis SCS MI Lab: On Unbalanced Data

This talk deals with data where records are tagged with a binary tag +1/-1. A common problem encountered by a statistical modeler is a dearth of examples in one of the two classes. This problem is common in classification, especially in anomaly detection, fraud prevention, disease diagnosis, etc.