PredictorInformation

PredictorInformation[predictor]

generates a report giving information on the predictor function predictor.

PredictorInformation[predictor,prop]

gives information for predictor associated with property prop.

Details

  • The predictor is typically a PredictorFunction object as generated by Predict.
  • Properties available from PredictorInformation include:
  • "DistributionFunction"pure function giving predictor distribution (when available)
    "Function"pure function implementing predictor (when available)
    "FunctionProperties"all prediction properties available for this predictor
    IndeterminateThresholdvalue of IndeterminateThreshold used by the predictor
    Methodvalue of Method used by the predictor
    "MethodDescription"summary of the method
    "Properties"all information properties available for this predictor
    "TrainingTime"time used by Predict to generate the predictor
    UtilityFunctionvalue of UtilityFunction used by the predictor

Examples

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Basic Examples  (1)

Train a predictor:

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Obtain general information about the predictor:

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Information properties available for this predictor:

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Prediction properties available for this predictor:

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Scope  (2)

See Also

PredictorMeasurements  Predict  ClassifierInformation

Introduced in 2014
(10.0)