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Patients between January 2006 and March 2008 were randomly divided into 2 subsets: training set and validation set, with twice as many patients in training set as in validation set.
What will validation validate?
Thus the cross-validation was repeated twice to obtain a mean balanced accuracy averaged over five folds and two repetitions.
Data operators entered data twice with validation, using Epi Info software.
After data collection, trained operators entered the data twice with validation using Epi Info [ 31].
Data entry operators used Epi-Info to enter data twice with validation to eliminate keystroke errors.
Data were entered twice for validation and this was completed using Epidata 3.1 [ 46].
Different operators entered the data twice with validation to minimize keystroke errors.
Different operators entered all the data twice with validation using Epi Info [ 31] to minimise keystroke errors.
For validation, measurements were performed twice by three independent observers, two experienced spine surgeons and one radiologist, to ensure randomization of treatment method.
Operators entered data twice with validation using Epi Info; analysis relied on CIETmap open-source software [ 41] which is a user friendly interface for the standard open source R, loading established analysis modules as needed.
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