Efficient Estimation of AUC in a Sliding Window

Author:

Tatti Nikolaj

Publisher

Springer International Publishing

Reference13 articles.

1. Ataman, K., Streetr, W., Zhang, Y.: Learning to rank by maximizing AUC with linear programming. In: International Joint Conference on Neural Networks, IJCNN 2006, pp. 123–129. IEEE (2006)

2. Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence);A Bifet,2010

3. Bouckaert, R.R.: Efficient AUC learning curve calculation. In: Australasian Joint Conference on Artificial Intelligence, pp. 181–191 (2006)

4. Brefeld, U., Scheffer, T.: AUC maximizing support vector learning. In: Workshop on ROC Analysis in Machine Learning (2005)

5. Brzezinski, D., Stefanowski, J.: Prequential AUC: properties of the area under the ROC curve for data streams with concept drift. KAIS 52(2), 531–562 (2017)

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