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Decision rule information


In decision theory, a decision rule is a function which maps an observation to an appropriate action. Decision rules play an important role in the theory of statistics and economics, and are closely related to the concept of a strategy in game theory.

In order to evaluate the usefulness of a decision rule, it is necessary to have a loss function detailing the outcome of each action under different states.

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Decision rule

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In decision theory, a decision rule is a function which maps an observation to an appropriate action. Decision rules play an important role in the theory...

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Admissible decision rule

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In statistical decision theory, an admissible decision rule is a rule for making a decision such that there is no other rule that is always "better" than...

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Decision tree

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label (decision taken after computing all attributes). The paths from root to leaf represent classification rules. In decision analysis, a decision tree...

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Randomised decision rule

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decision theory, a randomised decision rule or mixed decision rule is a decision rule that associates probabilities with deterministic decision rules...

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Decision theory

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making the decisions are behaving under some consistent rules. Descriptive decision theory: Analyzes how individuals actually make the decisions that they...

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Majority rule

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Majority rule is the principle that a group which has more than half of all voters should be allowed to make the decisions for a group. Majority rule is the...

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Dominating decision rule

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In decision theory, a decision rule is said to dominate another if the performance of the former is sometimes better, and never worse, than that of the...

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Loss function

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also referred to as the risk function of the decision rule δ and the parameter θ. Here the decision rule depends on the outcome of X. The risk function...

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Heuristic

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(epistemology). One-reason decisions are algorithms that are made of three rules: search rules, confirmation rules (stopping), and decision rules Take-the-best heuristic –...

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Federal Rules Decisions

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Federal Rules Decisions series publishes decisions of the United States district courts involving the Federal Rules of Civil Procedure, Federal Rules of Criminal...

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Minimax

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Minmax (sometimes Minimax, MM or saddle point) is a decision rule used in artificial intelligence, decision theory, game theory, statistics, and philosophy...

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Baseball Rule

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the case that established the rule, the court upheld a trial verdict against the plaintiff, holding that his decision to sit outside the netting the...

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Receiver operating characteristic

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plot of the statistical power as a function of the Type I Error of the decision rule (when the performance is calculated from just a sample of the population...

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Bayes estimator

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In estimation theory and decision theory, a Bayes estimator or a Bayes action is an estimator or decision rule that minimizes the posterior expected value...

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Majority decision

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'majority') fighter. If all judges rule for the same boxer, the decision is referred to as a unanimous decision. The majority decision is frequently confused with...

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Vacated judgment

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judgment of a lower court. An appellate court may also vacate its own decisions. Rules of procedure may allow vacatur either at the request of a party (a...

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Naive Bayes classifier

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these names reference the use of Bayes' theorem in the classifier's decision rule, but naive Bayes is not (necessarily) a Bayesian method. Naive Bayes...

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GeoMod

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and zero gross loss of that category. Decision rule 2 is optional and it concerns regional stratification. Rule 2 can allow for change from category 1...

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Ottawa ankle rules

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Ankle Rules: Poster" (PDF). Clinical Decision Rules. Emergency Medicine Research Group, Ottawa Hospital Research Institute. "Ottawa knee rule OK". Bandolier...

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No decision

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either a win or a loss is said to have received a no decision. Major League Baseball (MLB) rules specify that a starting pitcher, to earn a win, must...

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Decision Model and Notation

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calculations that the business rule engine might provide" that can be used to show where in a BPMN process a decision defined using DMN should be used...

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