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» Scoring Rules, Generalized Entropy, and Utility Maximization
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IOR
2008
61views more  IOR 2008»
13 years 4 months ago
Scoring Rules, Generalized Entropy, and Utility Maximization
Victor Richmond R. Jose, Robert F. Nau, Robert L. ...
GECCO
2010
Springer
186views Optimization» more  GECCO 2010»
13 years 5 months ago
Genetic rule extraction optimizing brier score
Most highly accurate predictive modeling techniques produce opaque models. When comprehensible models are required, rule extraction is sometimes used to generate a transparent mod...
Ulf Johansson, Rikard König, Lars Niklasson
CORR
2011
Springer
136views Education» more  CORR 2011»
12 years 8 months ago
Eliciting Forecasts from Self-interested Experts: Scoring Rules for Decision Makers
Scoring rules for eliciting expert predictions of random variables are usually developed assuming that experts derive utility only from the quality of their predictions (e.g., sco...
Craig Boutilier
APIN
2006
168views more  APIN 2006»
13 years 4 months ago
Utilizing Genetic Algorithms to Optimize Membership Functions for Fuzzy Weighted Association Rules Mining
It is not an easy task to know a priori the most appropriate fuzzy sets that cover the domains of quantitative attributes for fuzzy association rules mining. In general, it is unre...
Mehmet Kaya, Reda Alhajj
BMCBI
2010
126views more  BMCBI 2010»
13 years 4 months ago
A boosting method for maximizing the partial area under the ROC curve
Background: The receiver operating characteristic (ROC) curve is a fundamental tool to assess the discriminant performance for not only a single marker but also a score function c...
Osamu Komori, Shinto Eguchi