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CategoricalEntailmentEnsembleClassifierClassify Method

Classifies the categorical items in the specified data set.

Namespace:  Novacta.Analytics
Assembly:  Novacta.Analytics (in Novacta.Analytics.dll) Version: 2.0.0
Syntax
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public CategoricalDataSet Classify(
	CategoricalDataSet dataSet,
	IndexCollection featureVariableIndexes
)

Parameters

dataSet
Type: Novacta.AnalyticsCategoricalDataSet
The data set whose rows contain the specified items.
featureVariableIndexes
Type: Novacta.AnalyticsIndexCollection
The zero-based indexes of the data set columns that contain the data about the features involved in the premises of the entailments defined by this instance.

Return Value

Type: CategoricalDataSet
The collection of data set row indexes containing the items that satisfy the premises of the entailments defined by this instance.
Exceptions
ExceptionCondition
ArgumentNullExceptiondataSet is null.
-or-
featureVariableIndexes is null.
ArgumentOutOfRangeExceptionfeatureVariableIndexes contains values which are not valid column indexes for the Data of dataSet.
ArgumentExceptionfeatureVariableIndexes has not the same Count of the FeatureVariables of this instance.
Remarks

Let LaTeX equation be the Count of the FeaturePremises defined by the Entailments exploited by this instance. It is expected that featureVariableIndexes has the same count, and that the LaTeX equation-th position of featureVariableIndexes, say LaTeX equation, is the index of the column that, in dataSet, contains observations about the same feature variable on which is built the LaTeX equation-th premise of the Entailments of this instance.

See Also