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Description
Bytecode and source code of org.tunedit.base.ClassificationTT70 class, which implements an evaluation procedure applicable to classification tasks. The class inherits from org.tunedit.core.EvaluationProcedure base class located in TunedIT/core.jar. ClassificationTT70 is the default evaluation procedure in TunedTester.
On each run, ClassificationTT70 splits the dataset randomly into training and test sets in ratio 70:30. The evaluated algorithm is trained on the training set and then its classification accuracy is calculated using the test set. The accuracy - a real number in the range between 0 (all errors) and 1 (all correct) - is returned as the result of evaluation.
Always the last attribute of the dataset is taken as the decision one.
Classes contained in this JAR:
- TunedIT/base/ClassificationTT70.jar:org.tunedit.base.ClassificationTT70
