ClassifierInformation

ClassifierInformation[classifier]
generates a report giving information on the classifier function classifier.

ClassifierInformation[classifier,prop]
gives information for classifier associated with property prop.

DetailsDetails

  • The classifier is typically a ClassifierFunction object as generated by Classify.
  • Properties available from ClassifierInformation include:
  • "Classes"list of classes that the classifier can return
    "Function"pure function implementing classifier (when available)
    "FunctionProperties"all classification properties available for this classifier
    IndeterminateThresholdvalue of IndeterminateThreshold used by the classifier
    Methodvalue of Method used by the classifier
    "MethodDescription"summary of the method
    "ProbabilitiesFunction"pure function giving class probabilities (when available)
    "Properties"all information properties available for this classifier
    "TrainingTime"time used by Classify to generate the classifier
    UtilityFunctionvalue of UtilityFunction used by the classifier
    "Visualization"visualization of the classifier (when available)

ExamplesExamplesopen allclose all

Basic Examples  (1)Basic Examples  (1)

Train a classifier:

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Generate an information report about the classifier:

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Obtain information properties available for this classifier:

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Classification properties available for this classifier:

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List of classes that the classifier can return:

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Time that Classify spent on training:

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Check how the features have been interpreted:

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Introduced in 2014
(10.0)