Package TEES :: Package Evaluators :: Module BinaryEvaluator :: Class BinaryEvaluator

Class BinaryEvaluator

Evaluator.Evaluator --+
                      |
                     BinaryEvaluator

Instance Methods

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__init__(self, examples=None, predictions=None, classSet=None)

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compare(self, evaluation)
Compare overall performance between two sets of classified examples.

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__calculateAUC(self, examples, predictions)

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_calculate(self, examples, predictions)

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toStringConcise(self, indent='', title=None) source code

toDict(self)

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Inherited from Evaluator.Evaluator: getData, saveCSV

Class Methods

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evaluate(cls, examples, predictions, classSet=None, outputFile=None)
Enables using this class without having to manually instantiate it

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Static Methods

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average(evaluators)
Return the average of the main evaluation criteria for this Evaluator type.

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pool(evaluators)
Return the average of the main evaluation criteria for this Evaluator type calculated by pooling all individual classifications.

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Method Details

[hide private]

compare(self, evaluation)

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Compare overall performance between two sets of classified examples.

Overrides: Evaluator.Evaluator.compare: (inherited documentation)

average(evaluators)
Static Method

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Return the average of the main evaluation criteria for this Evaluator type.

Overrides: Evaluator.Evaluator.average: (inherited documentation)

pool(evaluators)
Static Method

source code

Return the average of the main evaluation criteria for this Evaluator type calculated by pooling all individual classifications.

Overrides: Evaluator.Evaluator.pool: (inherited documentation)

Class BinaryEvaluator

compare(self, evaluation)

average(evaluators) Static Method

pool(evaluators) Static Method

_calculate(self, examples, predictions)

toStringConcise(self, indent='', title=None)

toDict(self)

average(evaluators)
Static Method

pool(evaluators)
Static Method

toStringConcise(self, indent=`''`, title=None)