multiclass classification
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- Asia > Middle East > Israel > Tel Aviv District > Tel Aviv (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- North America > Canada > British Columbia > Vancouver (0.04)
- (2 more...)
Technology:
On the Calibration of Multiclass Classification with Rejection
Chenri Ni, Nontawat Charoenphakdee, Junya Honda, Masashi Sugiyama
Neural Information Processing Systems http://nips.cc/
Country:
- Asia > Japan > Honshū > Kantō > Tokyo Metropolis Prefecture > Tokyo (0.14)
- North America > Canada (0.04)
- Asia > Middle East > Jordan (0.04)
Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.52)
Margin-IndependentOnlineMulticlassLearningvia ConvexGeometry
Online multiclass classification is a ubiquitous problem in machine learning.
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- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
- Europe > France > Île-de-France > Paris > Paris (0.04)
Technology: Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.46)
Country:
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
- Europe > France > Île-de-France > Paris > Paris (0.04)
Technology: Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (1.00)
Multiclass Performance Metric Elicitation
Gaurush Hiranandani, Shant Boodaghians, Ruta Mehta, Oluwasanmi O. Koyejo
This raises an obvious question,how should the cost-tradeoffs be chosen so that it reflects the expert'sdecision-making?
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- North America > United States > Illinois (0.05)
- North America > Canada > British Columbia > Metro Vancouver Regional District > Vancouver (0.04)
Weston-Watkins Hinge Loss and Ordered Partitions
WW hinge loss and so on.
Country:
- North America > United States > Michigan (0.04)
- Asia > Middle East > Jordan (0.04)
- North America > United States > Massachusetts > Middlesex County > Belmont (0.04)
- North America > Canada (0.04)
Genre:
- Research Report > Experimental Study (0.65)
- Research Report > New Finding (0.46)
Technology:
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Inductive Learning (0.94)
- Information Technology > Artificial Intelligence > Machine Learning > Supervised Learning (0.94)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.93)
Genre:
- Research Report > Experimental Study (0.48)
- Research Report > New Finding (0.46)
Technology: