Online AUC maximization
Most studies of online learning measure the performance of a learner by classification accuracy, which is inappropriate for applications where the data are unevenly distributed among different classes. We address this limitation by developing online learning algorithm for maximizing Area Under the R...
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| Main Authors: | , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2011
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/2351 https://ink.library.smu.edu.sg/context/sis_research/article/3351/viewcontent/Online_AUC_Maximization.pdf |
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| Institution: | Singapore Management University |
| Language: | English |