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- Scoring_rule abstract "In decision theory, a score function, or scoring rule, measures the accuracy of probabilistic predictions. It is applicable to tasks in which predictions must assign probabilities to a set of mutually exclusive discrete outcomes. The set of possible outcomes can be either binary or categorical in nature, and the probabilities assigned to this set of outcomes must sum to one (where each individual probability is in the range of 0 to 1). A score can be thought of as either a measure of the \"calibration\" of a set of probabilistic predictions, or as a \"cost function\" or \"loss function\".If a cost is levied in proportion to a proper scoring rule, the minimal expected cost corresponds to reporting the true set of probabilities. Proper scoring rules are used in meteorology, finance, and pattern classification where a forecaster or algorithm will attempt to minimize the average score to yield refined, calibrated probabilities (i.e. accurate probabilities). Various scoring rules have also been used to assess the predictive accuracy of forecast models for association football.".
- Scoring_rule thumbnail LogScore.png?width=300.
- Scoring_rule wikiPageExternalLink Scoring_Rules_Education.pdf.
- Scoring_rule wikiPageExternalLink ?p=963.
- Scoring_rule wikiPageExternalLink 1402448?uid=16779064&uid=3737864&uid=2129&uid=2&uid=70&uid=16734048&uid=3&uid=67&uid=62&sid=21101527707467.
- Scoring_rule wikiPageExternalLink tr463.pdf.
- Scoring_rule wikiPageExternalLink tr551.pdf.
- Scoring_rule wikiPageID "4079010".
- Scoring_rule wikiPageLength "12520".
- Scoring_rule wikiPageOutDegree "24".
- Scoring_rule wikiPageRevisionID "702022359".
- Scoring_rule wikiPageWikiLink Accuracy_and_precision.
- Scoring_rule wikiPageWikiLink Association_football.
- Scoring_rule wikiPageWikiLink Bayesian_inference.
- Scoring_rule wikiPageWikiLink Bayesian_probability.
- Scoring_rule wikiPageWikiLink Binary_decision.
- Scoring_rule wikiPageWikiLink Brier_score.
- Scoring_rule wikiPageWikiLink Calibrated_probability_assessment.
- Scoring_rule wikiPageWikiLink Category:Decision_theory.
- Scoring_rule wikiPageWikiLink Category:Probability_assessment.
- Scoring_rule wikiPageWikiLink Decision_theory.
- Scoring_rule wikiPageWikiLink Expected_value.
- Scoring_rule wikiPageWikiLink Information_theory.
- Scoring_rule wikiPageWikiLink Loss_function.
- Scoring_rule wikiPageWikiLink Positive-affine_transformation.
- Scoring_rule wikiPageWikiLink Probabilistic_forecasting.
- Scoring_rule wikiPageWikiLink Probability_vector.
- Scoring_rule wikiPageWikiLink Self-information.
- Scoring_rule wikiPageWikiLink Weather_forecasting.
- Scoring_rule wikiPageWikiLink Wikt:bonus.
- Scoring_rule wikiPageWikiLink File:ExpectedLog.png.
- Scoring_rule wikiPageWikiLink File:LogScore.png.
- Scoring_rule wikiPageWikiLink File:NormalizedScore.png.
- Scoring_rule wikiPageWikiLink File:RawScore.png.
- Scoring_rule wikiPageWikiLinkText "Scoring rule".
- Scoring_rule wikiPageWikiLinkText "Scoring rule#Proper score functions".
- Scoring_rule wikiPageWikiLinkText "Scoring_rule#Logarithmic_scoring_rule".
- Scoring_rule wikiPageWikiLinkText "logarithmic score function".
- Scoring_rule wikiPageWikiLinkText "proper score function".
- Scoring_rule wikiPageWikiLinkText "proper scoring rule".
- Scoring_rule wikiPageWikiLinkText "scoring rule".
- Scoring_rule wikiPageUsesTemplate Template:=.
- Scoring_rule wikiPageUsesTemplate Template:Math.
- Scoring_rule wikiPageUsesTemplate Template:Reflist.
- Scoring_rule subject Category:Decision_theory.
- Scoring_rule subject Category:Probability_assessment.
- Scoring_rule comment "In decision theory, a score function, or scoring rule, measures the accuracy of probabilistic predictions. It is applicable to tasks in which predictions must assign probabilities to a set of mutually exclusive discrete outcomes. The set of possible outcomes can be either binary or categorical in nature, and the probabilities assigned to this set of outcomes must sum to one (where each individual probability is in the range of 0 to 1).".
- Scoring_rule label "Scoring rule".
- Scoring_rule sameAs Q2260590.
- Scoring_rule sameAs Scoring_rule.
- Scoring_rule sameAs m.0bgznr.
- Scoring_rule sameAs Q2260590.
- Scoring_rule wasDerivedFrom Scoring_rule?oldid=702022359.
- Scoring_rule depiction LogScore.png.
- Scoring_rule isPrimaryTopicOf Scoring_rule.