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CreateDataPartition

Expert

Module: FoundationPro

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

Name Type Range Description
Input value
 inFeatureSet RealArrayArray
Input value
 inClassAssignment IntegerArray
Input value
 inTestToTrainingRatio Real 0.0 - 1.0
Input value
 inRandomSeed Integer
Output value
 outTrainSet RealArrayArray
Output value
 outTrainResponse RealArrayArray
Output value
 outTestSet RealArrayArray
Output value
 outTestResponse RealArrayArray

Errors

This filter can throw an exception to report error. Read how to deal with errors in Error Handling.

List of possible exceptions:

Error type Description
DomainError Inconsistent size of inFeatureSet and inClassAssignment arrays

Complexity Level

This filter is available on Expert Complexity Level.