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The obtained transformation was then applied to both the enrollment and verification sets.
However, for the epochs in the range of 5 × 103 to 30 × 103, the errors on both training and verification sets were in the acceptable range (Figure 6).
Data remaining after extraction of the external validation set was further divided into a training pool (further divided into "training" and "verification" sets) and an external test set.
The potential of both models was also validated on two independent verification sets: one consisting of specimens loaded under a variable amplitude spectrum and another of an alternative matrix system, subjected to constant amplitude fatigue.
The clinical characteristics of the study cohort for the training and verification sets are shown in Table 2.
Combinations for optimal distinction between diseased and healthy were calculated separately for the discovery and verification sets, and for the whole collective using primary sum scores.
Similar(53)
Although the verification set is used to identify the best network, actually, training algorithms do not use the verification set to adjust network weights.
The data were divided into a "calibration" and a "verification" set.
The verification set is used for early stopping [35], which reduces the tendency to overtrain.
The optimal network parameters were selected according to the RMSE of verification set.
This data is verified through the verification set also gathered from the simulator.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com