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ValidationResult Object (IValidationResult Interface)

This object contains the detailed result of checking the model's performance.

Properties

Name Type Description
Accuracy double, read-only Returns the average accuracy of all the models on all training iterations.
ConfusionMatrix ConfusionMatrix, read-only Returns the confusion matrix for the classification model.
FMeasure double, read-only Returns the F-measure, or F1 score, of the classification model.
Precision double, read-only Returns the precision (positive predictive value) of the classification model.
Recall double, read-only Returns the recall, or sensitivity, of the classification model.
StandardDeviation double, read-only Returns the standard deviation of the model accuracy calculated on each training iteration.

Related objects

Object Diagram

Samples

This object is used in the Classification demo tool.

9/17/2024 3:14:41 PM

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