Table Of Contents

MSE (G Dataflow)

Last Modified: January 12, 2018

Computes the mean square error (mse) of two sequences.

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reset

A Boolean that specifies whether to reset the internal state of the node.

True Resets the internal state of the node.
False Does not reset the internal state of the node.

This input is available only if you wire a double-precision, floating-point number to x or y.

Default: False

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y

Array of values.

If the number of elements in y is different from the number of elements in x, the node computes mse based on the sequence that contains the fewest elements and returns a warning.

This input accepts a double-precision, floating-point number or a 1D array of double-precision, floating-point numbers.

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x

Array of values.

If the number of elements in x is different from the number of elements in y, the node computes mse based on the sequence that contains the fewest elements and returns a warning.

This input accepts a double-precision, floating-point number or a 1D array of double-precision, floating-point numbers.

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sample length

Length of each set of data.

The node performs computation for each set of data. sample length must be greater than zero.

This input is available only if you wire a double-precision floating-point number to x or y.

Default: 100

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error in

Error conditions that occur before this node runs.

The node responds to this input according to standard error behavior.

Standard Error Behavior

Many nodes provide an error in input and an error out output so that the node can respond to and communicate errors that occur while code is running. The value of error in specifies whether an error occurred before the node runs. Most nodes respond to values of error in in a standard, predictable way.

error in does not contain an error error in contains an error
If no error occurred before the node runs, the node begins execution normally.

If no error occurs while the node runs, it returns no error. If an error does occur while the node runs, it returns that error information as error out.

If an error occurred before the node runs, the node does not execute. Instead, it returns the error in value as error out.

Default: No error

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mse

Mean square error.

If one of the input sequences is an empty array, the value of mse is NaN.

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error out

Error information.

The node produces this output according to standard error behavior.

Standard Error Behavior

Many nodes provide an error in input and an error out output so that the node can respond to and communicate errors that occur while code is running. The value of error in specifies whether an error occurred before the node runs. Most nodes respond to values of error in in a standard, predictable way.

error in does not contain an error error in contains an error
If no error occurred before the node runs, the node begins execution normally.

If no error occurs while the node runs, it returns no error. If an error does occur while the node runs, it returns that error information as error out.

If an error occurred before the node runs, the node does not execute. Instead, it returns the error in value as error out.

Algorithm for Computing the MSE

The node calculates mse using the following equation.

mse = 1 n i = 0 n 1 ( x i y i ) 2

where

  • n is the number of data points
  • xi is the ith element of x
  • yi is the ith element of y

Where This Node Can Run:

Desktop OS: Windows

FPGA: Not supported

Web Server: Not supported in VIs that run in a web application


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