Package TEES :: Package Evaluators :: Module Evaluator :: Class Evaluator

Class Evaluator

Known Subclasses:

An abstract base class for classes used to evaluate the performance of different classifiers.

Instance Methods

_calculate(self, predictions)

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

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getData(self)
Return the EvaluationData corresponding to the main evaluation criterion for this Evaluator.

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saveCSV(self, filename, fold=None)

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toDict(self)

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

Static Methods

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.

source code