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These probes are used to validate the ultrasonic system with defined errors.
For example, the definitions of 'prescription error' differed slightly between studies and one study defined errors based on local state laws instead of on appropriateness of medication choices.
The study that defined errors in preparation and administration, found that the error rates were higher in the administration process compared to the preparation process for intravenous medications, and within the administration process the technique of administration of bolus injection was the most common error (43.4 %) [ 38].
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This process is carried out through the minimization of the defined error function by updating the connection weights.
During the last stage, the pose is calculated for each matching hypothesis and the best one is selected according to a defined error function.
The maximum number of iterations and minimum defined error are utilized as stopping criteria, such that if one of the conditions is satisfied the optimization process in terminated.
We have developed an analysis of the standard error of variance from a sample of size n, and we have defined error bars for variance measurements based on this standard error.
Methods on when to stop training include: (1) early stopping based on cross-validation, (2) stopping after a analyst defined error is reached or after the error levels off, and (3) use of a test data set.
A classical SPRT likelihood test for sequential independently distributed data is often used in pipeline mass balance leak detection to distinguish between true leaks and false alarms in the minimum time consistent with a user defined error tolerance.
Interestingly, James Reason originally defined "error" only as the first part – failure of a planned action to be completed as intended.
Three error levels are defined: error and warning for invariants and best practices, respectively, and ignore when a rule is not to be used.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com