static AssociationOutput |
Association.calculate(List<AssociationPair> pairs,
Evidence evidence,
AssociationOptions options) |
Calculates the association/information between two sets of variables, such as those at either end of a Link.
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static AutoInsightOutput |
AutoInsight.calculate(State target,
List<Variable> testVariables,
Evidence evidence,
AutoInsightOptions options) |
Uses comparison queries to automatically derive insight about a target variable from a trained network.
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static AutoInsightOutput |
AutoInsight.calculate(State target,
List<Variable> testVariables,
InferenceFactory factory) |
Uses comparison queries to automatically derive insight about a target variable from a trained network.
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static AutoInsightOutput |
AutoInsight.calculate(State target,
List<Variable> testVariables,
InferenceFactory factory,
Evidence evidence) |
Uses comparison queries to automatically derive insight about a target variable from a trained network.
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static AutoInsightOutput[] |
AutoInsight.calculate(Variable continuousTarget,
List<Interval<Double>> targetIntervals,
List<Variable> testVariables,
Evidence evidence,
AutoInsightOptions options) |
Uses comparison queries to automatically derive insight about a target variable from a trained network.
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static ImpactOutput |
Impact.calculate(Network network,
Distribution hypothesisQuery,
Evidence evidence,
List<Variable> evidenceToAnalyse,
ImpactOptions options) |
Analyzes the impact of sets of evidence on the resulting probability distribution of a hypothesis variable.
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static ImpactOutput |
Impact.calculate(Network network,
Distribution hypothesisQuery,
StateContext[] hypothesisCombination,
Evidence evidence,
List<Variable> evidenceToAnalyse,
ImpactOptions options) |
Analyzes the impact of sets of evidence on a hypothesis query and discrete combination of that hypothesis query.
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static ImpactOutput |
Impact.calculate(Network network,
Variable hypothesisVariable,
Evidence evidence,
List<Variable> evidenceToAnalyse,
ImpactOptions options) |
Analyzes the impact of sets of evidence on a hypothesis state and its variable.
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static ImpactOutput |
Impact.calculate(Network network,
Variable hypothesisVariable,
State hypothesisState,
Evidence evidence,
List<Variable> evidenceToAnalyse,
ImpactOptions options) |
Analyzes the impact of sets of evidence on a hypothesis state and its variable.
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static LogLikelihoodAnalysisOutput |
LogLikelihoodAnalysis.calculate(Network network,
Evidence evidence,
List<Variable> evidenceToAnalyse,
LogLikelihoodAnalysisOptions options) |
Analyzes the log-likelihood based on subsets of evidence.
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static ValueOfInformationOutput |
ValueOfInformation.calculate(VariableContext hypothesis,
List<VariableContext> testVariables,
Evidence evidence,
InferenceFactory factory,
ValueOfInformationOptions options) |
Calculates value of information, which can be used to determine which variables are most likely to reduce the uncertainty of a particular variable.
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static ValueOfInformationOutput |
ValueOfInformation.calculate(Variable hypothesis,
List<Variable> testVariables,
Evidence evidence,
InferenceFactory factory,
ValueOfInformationOptions options) |
Calculates value of information, which can be used to determine which variables are most likely to reduce the uncertainty of a particular variable.
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static ImpactHypothesisOutput |
Impact.calculateStreamed(Network network,
Distribution hypothesisQuery,
Evidence evidence,
List<Variable> evidenceToAnalyse,
ImpactAction outputItem,
ImpactOptions options) |
Analyzes the impact of sets of evidence on the resulting probability distribution of a hypothesis variable.
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static ImpactHypothesisOutput |
Impact.calculateStreamed(Network network,
Distribution hypothesisQuery,
StateContext[] hypothesisState,
Evidence evidence,
List<Variable> evidenceToAnalyse,
ImpactAction outputItem,
ImpactOptions options) |
Analyzes the impact of sets of evidence on a hypothesis query and discrete combination of that hypothesis query.
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static LogLikelihoodAnalysisBaselineOutput |
LogLikelihoodAnalysis.calculateStreamed(Network network,
Evidence evidence,
List<Variable> evidenceToAnalyse,
LogLikelihoodAnalysisAction outputItem,
LogLikelihoodAnalysisOptions options) |
Analyzes the log-likelihood based on subsets of evidence.
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