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Scoring rule

In decision theory, both a scoring rule as well as a scoring function provide an ex post summary measure for the evaluation of the quality of a prediction or forecast. They assign a numeric score to a single prediction given the actual outcome. Depending on the sign convention, this score can be interpreted as a loss or a reward for the forecaster.…

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Overview

Definitions

Properties

Examples of proper scoring rules

Examples of consistent scoring functions

Applications

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Map overview Semantic statistics

Scoring rule

Nodes69
Edges68
Triples55
Avg. degree1.97
Density0.028986
Components1

How this topic connects Entity context

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Scoring rule

Top relations

related to Literature · 13
Scoring rule → Adrian, Continuous Probability Distributions, Estimation, James, Management Science, Matheson, Prediction, Raftery Pages, Robert, Scoring Rules, Strictly Proper Scoring Rules, Tilmann Gneiting, Winkler
related to External links · 8
Scoring rule → Caused, Classification Accuracy, Decision Analysis EducationStrictly Proper, Other Discontinuous Improper Accuracy, Proper Scoring RulesScoring Rules, Scoring RulesClosed-form, Scoring RulesScoring Rules, Video
related to Interpretation of proper scoring rules · 4
Scoring rule → All, Any, Brier, The
related to Meteorological weather forecasts · 4
Scoring rule → An, If, In, One
related to Univariate continuous variables · 4
Scoring rule → CDF, Scoring, The, They
related to Affine transformation · 3
Scoring rule → After, For, That
related to Decomposition · 3
Scoring rule → Brier Score, If, The
related to Locality · 3
Scoring rule → Affine, All, This
related to Orientation / Sign convention · 3
Scoring rule → Changing, Here, Scoring
is a · 2
Scoring rule → strictly proper and local scoring rule, strictly proper scoring rule S Q

Important terminology Word statistics

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Important terminology

scoring displaystyle score probability proper rule strictly rules distribution probabilistic function continuous functions expected mathcal predicted prediction given predictions forecasts

Entity relationships Subject–Predicate–Object triples

SubjectPredicateObjectConfidenceSrc
Scoring ruleis astrictly proper and local scoring rule0.90text
Scoring ruleis astrictly proper scoring rule S Q0.90text
Scoring rulerelated to Affine transformationAfter0.60section
Scoring rulerelated to Affine transformationThat0.60section
Scoring rulerelated to Affine transformationFor0.60section
Scoring rulerelated to DecompositionThe0.60section
Scoring rulerelated to DecompositionIf0.60section
Scoring rulerelated to DecompositionBrier Score0.60section
Scoring rulerelated to Examples of proper scoring rulesThere0.60section
Scoring rulerelated to Examples of proper scoring rulesThe0.60section
Scoring rulerelated to External linksVideo0.60section
Scoring rulerelated to External linksProper Scoring RulesScoring Rules0.60section

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    Min side: 3
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