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AVL.CreateDataPartition Method
Divides input set to test and train set, trying to maintain balance in class distribution in both resulting sets.
Namespace: | AvlNet |
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Assembly: | AVL.NET.dll |
Syntax
public static void CreateDataPartition( float[][] inFeatureSet, int[] inClassAssignment, float inTestToTrainingRatio, int inRandomSeed, out float[][] outTrainSet, out float[][] outTrainResponse, out float[][] outTestSet, out float[][] outTestResponse )
Parameters
Name | Type | Range | Default | Description | |
---|---|---|---|---|---|
inFeatureSet | float | ||||
inClassAssignment | int | ||||
inTestToTrainingRatio | float | <0.0f, 1.0f> | 0.75f | Default value: 0.75f. | |
inRandomSeed | int | 0 | Default value: 0. | ||
outTrainSet | float | ||||
outTrainResponse | float | ||||
outTestSet | float | ||||
outTestResponse | float |
Errors
Error type | Description |
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DomainError | Inconsistent size of inFeatureSet and inClassAssignment arrays |