Root Mean Square (RMS) Error

To calculate the RMS (root mean squared) error, the individual errors are squared, added together, divided by the number of individual errors, and then square rooted. This gives a single number that summarizes the overall error. See Neural Networks and STATISTICA Automated Neural Networks.