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Model selection via the AUC
Twenty-first international conference on Machine learning - ICML '04, 2004 We present a statistical analysis of the AUC as an evaluation criterion for classification scoring models. First, we consider significance tests for the difference between AUC scores of two algorithms on the same test set. We derive exact moments under simplifying assumptions and use them to examine approximate practical methods from the literature. We openaire +1 more sourceAUC
2010 Jean-Michel Scherrmann, Kim Wolff, Christine A. Franco, Marc N. Potenza, Tayfun Uzbay, Lisiane Bizarro, David C. S. Roberts, Robert L. Balster, Sharon L. Walsh, Barbara J. Mason, Charles J. Heyser, Anthony L. Riley, Steve Kohut, Marie-Louise G. Wadenberg, Heather Wilkins, Paul Newhouse, Anne Jackson, Joachim D. Uys, Peter W. Kalivas, Victoria L. Harvey, Tony Dickenson, Daniel Bertrand, Hans Rollema, Raymond S. Hurst, Gorkem Yararbas, Sakire Pogun, Marie-Louise G. Wadenberg, Debby Van Dam, Peter Paul De Deyn, Samuel G. Siris, Richard W. Foltin, Michael J. Kuhar, Robert L. Balster, Sharon L. Walsh, Robert L. Balster, Sharon L. Walsh, Michel Le Moal, Christoph Hiemke, Nicola Simola, Micaela Morelli, Nicola Simola, Micaela Morelli, Nicola Simola, Micaela Morelli, Alyson J. Bond, James J. Strain, R. Andrew Chambers, R. H. De Rijk, E. R. de Kloet, Bankole A. Johnson, Andreas Marneros, Suzanne H. Mitchell, Harriet de Wit, Mark Slifstein, Klaus A. Miczek, Rosa M. M. de Almeida, Emil F. Coccaro, David S. Baldwin, John Atack, Hilde Lavreysen, Rosa M. M. de Almeida, Klaus A. Miczek, Alyson J. Bond, Alfonso Abizaid, Shimon Amir, Samuel G. Siris, Joseph H. Friedman, Theodora Duka, Jelena Nesic, Falk Kiefer, Karl Mann, Bankole A. Johnson, Barbara J. Mason, Charles J. Heyser, Karl Mann, Falk Kiefer, Christopher L. Cunningham, Barbara J. Mason, Charles J. Heyser, Yesne Alici, William Breitbart, Subhash C. Pandey, Karl Mann, Falk Kiefer, Kieran O’Malley, Kieran O’Malley, Mitul A. Mehta, Linda Dykstra, John Atack, Hilde Lavreysen, Debby Van Dam, Peter Paul De Deyn, Holden D. Brown, Michael E. Ragozzino, Brian E. Leonard, Malcolm Lader, Peter J. Flor, Inga D. Neumann, Linda P. Spear, Holden D. Brown, Michael E. Ragozzino, Daniel Hoyer, Martina de Zwaan, Michael J. Owens, Chase H. Bourke, Philip J. Cowen, Pedro L. Delgado, Hiroyuki Uchida, Shitij Kapur, Harriet de Wit, Lawrence H. Price, Malcolm Lader, Husseini K. Manji, Jorge A. Quiroz, Seiya Miyamoto, Francisco Aboitiz, Ximena Carrasco, F. Xavier Castellanos, Michael J. Owens, Chase H. Bourke, Elizabeth C. Warburton, Husseini K. Manji, Jorge A. Quiroz, Linda Dykstra, James H. Woods, Mei-Chuan Ko, Gail Winger, Andrew Young, Jill B. Becker, Helen J. Cassaday, Paul Willner, Maria Isabel Colado, A. Richard Green, Marilyn E. Carroll, Peter A. Santi, Iván Izquierdo, Lia R. Bevilaqua, Martin Cammarota, Alfonso Abizaid, Shimon Amir, Jason C. G. Halford, Arthur Christopoulos, Gregory D. Stewart, Patrick M. Sexton, Sheldon Preskorn, Megan M. Dahmen, Jana Lincoln, Edoardo Spina, Brian E. Leonard, J. Craig Nelson, Meghan M. Grady, Stephen M. Stahl, Thomas R. E. Barnes, Michael M. Morgan, MacDonald J. Christie, Linda Dykstra, Joseph H. Friedman, Marie-Louise G. Wadenberg, Wiepke Cahn, Heleen B. M. Boos, H. D. Postma, Seiya Miyamoto, W. Wolfgang Fleischhacker, Samuel B. Hutton, Peter J. Flor, Inga D. Neumann, Inga D. Neumann, Peter J. Flor, Peter J. Flor, Inga D. Neumann, Grasielle C. Kincheski, Leandro J. Bertoglio, Antonio Pádua Carobrez, Helio Zangrossi, Frederico Guilherme Graeff, James Winslow, Yogita Chudasama, Paul Newhouse, Heather Wilkins, Naheed (Max) Mirza, Shuang Yu, Nuno Sousa, Osborne F. X. Almeida, Osborne F. X. Almeida, Nuno Sousa, Shuang Yu, Osborne F. X. Almeida, Nuno Sousa, Shuang Yu, Tim C. Kirkham, Tim C. Kirkham, Jason C. G. Halford, Ronald F. Mucha, Cecilia J. Hillard, Cecilia J. Hillard, Kim Wolff, Fiona Thomson, Susan Napier, Marie-Louise G. Wadenberg, Craig A. Erickson +199 moreopenaire +1 more source
