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Note that since carrying out this evaluation, we have introduced further improvements of the training package aiming to further reduce any potential impacts that training history may have on learning outcome (see the Discussion section).
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Computational results on several synthetic as well as benchmark datasets confirm the great improvements on the training process of our GA-based STPMSVM.
Training compliance and a measure of improvement on the training tasks are shown for all groups in Table 1.
The final phase will assess the evaluation outcomes in aid of the refinement and improvement of the training programmes and their implementation.
Observations of the training sessions with all healthcare professionals and service users will be conducted and inform the evaluation and improvement of the training programmes.
The post-training survey also included qualitative questions on how the training changed students' perception of practising surgery as well as recommendations for improvement of the training.
The initial drive from the champion and supported facilitators (context) being followed by increase in demand for training if it was perceived as relevant and useful (intervention); necessitating organisational support to meet demand and implement policy changes (context) and resulting in further change to and improvement of the training (intervention) and so on.
Once trained with the imaging data and score improvements of the 33 training subjects, the SVR generated a prediction for the score improvement of the excluded subject based on her or his imaging data.
Although sensorimotor improvements were independent of the training volume applied in the current study, long-term effects of sensorimotor training volume need to be investigated to optimize training stimulus recommendations.
In addition, to identify variables that predict treatment success in the SocialVille group, we will use an individual differences approach [ 80] and test for associations between not only outcome variables and pre-test scores (raw and composite), but also between outcome variables and improvements in aspects of the training tasks.
In this period, a large number of EPs have successfully completed training and are now available to take care for the further development of improvement of the EM training programme.
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