Boosting the Area under the ROC Curve

We show that any weak ranker that can achieve an area under the ROC curve slightly better than 1/2 (which can be achieved by random guessing) can be effi

• Type: Conference
• Year: 2007
• Where: NIPS
• Authors: Philip M. Long, Rocco A. Servedio
• Keywords: Information Technology, NIPS 2007, Random Guessing, ROC Curve, Weak Ranker