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AVS.CreateDataPartition Method

Divides the input set to test and train subsets, trying to maintain balance in class distribution.

Namespace:AvlNet
Assembly:AVL.NET.dll

Syntax

public static void CreateDataPartition
(
	IList<IList<float>> inFeatureSet,
	IList<int> inClassAssignment,
	float inTestToTrainingRatio,
	int inRandomSeed,
	IList<List<float>> outTrainSet,
	IList<List<float>> outTrainResponse,
	IList<List<float>> outTestSet,
	IList<List<float>> outTestResponse
)

Parameters

Name Type Range Default Description
inFeatureSetSystem.Collections.Generic.IList<System.Collections.Generic.IList<float>>
inClassAssignmentSystem.Collections.Generic.IList<int>
inTestToTrainingRatiofloat<0.0f, 1.0f>0.75fDefault value: 0.75f.
inRandomSeedint0Default value: 0.
outTrainSetSystem.Collections.Generic.IList<System.Collections.Generic.List<float>>
outTrainResponseSystem.Collections.Generic.IList<System.Collections.Generic.List<float>>
outTestSetSystem.Collections.Generic.IList<System.Collections.Generic.List<float>>
outTestResponseSystem.Collections.Generic.IList<System.Collections.Generic.List<float>>

See also