NI Vision for LabVIEW

IMAQ Cross Validation VI

  • Updated2023-02-21
  • 4 minute(s) read
Owning Palette: Classification
Requires: NI Vision Development Module

Performs K-fold cross validation. Samples are divided into K groups and each group is classified. The ratio of correctly classified samples to total samples is given as the output Cross Validation Accuracy.

IMAQ Cross Validation

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Classifier Session is the reference to the classifier session on which this VI operates.

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K - Value specifies the number of groups in the cross validation.

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error in (no error) describes the error status before this VI or function runs. The default is no error. If an error occurred before this VI or function runs, the VI or function passes the error in value to error out. This VI or function runs normally only if no error occurred before this VI or function runs. If an error occurs while this VI or function runs, it runs normally and sets its own error status in error out. Use the Simple Error Handler or General Error Handler VIs to display the description of the error code. Use error in and error out to check errors and to specify execution order by wiring error out from one node to error in of the next node.

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status is TRUE (X) if an error occurred before this VI or function ran or FALSE (checkmark) to indicate a warning or that no error occurred before this VI or function ran. The default is FALSE.

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code is the error or warning code. If status is TRUE, code is a nonzero error code. If status is FALSE, code is 0 or a warning code.

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source describes the origin of the error or warning and is, in most cases, the name of the VI or function that produced the error or warning. The default is an empty string.

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Classifier Session (dup) is the reference to the classifier session this VI creates.

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Cross Validation Accuracy specifies the cross validation accuracy of the trained samples. Valid values range from 1 to 1000. Accuracy is calculated using the following formula: 1000(Number of samples classified correctly/Total samples).

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error out contains error information. If error in indicates that an error occurred before this VI or function ran, error out contains the same error information. Otherwise, it describes the error status that this VI or function produces. Right-click the error out indicator on the front panel and select Explain Error from the shortcut menu for more information about the error.

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status is TRUE (X) if an error occurred or FALSE (checkmark) to indicate a warning or that no error occurred.

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code is the error or warning code. If status is TRUE, code is a nonzero error code. If status is FALSE, code is 0 or a warning code.

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source describes the origin of the error or warning and is, in most cases, the name of the VI or function that produced the error or warning. The default is an empty string.

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