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Small numbers of alternative solution were also chosen for validation testing.
The results have implications for validation testing on scaled samples, predictive modelling and simulation, and armour design.
In the training, 1 % or 10K words were excluded from the training set for validation testing.
The radius was then excised from the forearm and denuded of all soft-tissue for validation testing of the implanted device.
For validation testing of a variety of simulated net joint load directions and magnitudes, static loads were applied from 20 to 100 N at 20 N increments at angles of 10°, 20°, 30° and 40° to the anatomical long-axis.
The final study cohort consisted of 76 patients and was randomly divided into three groups: (1) a training set, to formulate the parameters for automated classification, (2) a first test set (test set 1), to select classification parameters that generalize best on new data, and (3) a second test set (test set 2) that was completely withheld for validation testing of the final system.
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In this study, six well-characterized FMDV strains belonging to serotypes O, A, and Asia 1 were used as reference strains for validation tests.
The RFP version of the MAXFEA equilibrium code adapted to the new load assembly was used to produce benchmark data for validation tests.
After this period, individuals carrying gametes in both gonoducts were used for validation tests by inheritance or repeated selfing.
The data (n = 224,207) were then randomly assigned further into two subsets that were split 80/20, one for model development and the other for validation tests.
Cases were randomly assigned into two subsets with an approximate 50/50 split: one for model development and the other for validation tests.
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