You are here: Start » AVL.NET » AVL.CreateDataPartition
AVL.CreateDataPartition
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
C++
C#
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 |