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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 |
|---|---|
| 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 |
|---|---|
| DomainError | Inconsistent size of inFeatureSet and inClassAssignment arrays |
