Relationship Between Loss Functions and Confirmation Measures.
Krzysztof DembczynskiSalvatore GrecoWojciech KotlowskiRoman SlowinskiPublished in: RSFDGrC (2007)
Keyphrases
- loss function
- pairwise
- loss minimization
- squared error
- logistic regression
- learning to rank
- support vector
- empirical risk
- learning models
- convex loss functions
- evaluation measures
- risk minimization
- normalized discounted cumulative gain
- update rules
- information theoretic
- bayesian networks
- learning algorithm
- information retrieval