For E < E m a x terminate the training session.
For this specific network, it took 262 epochs to terminate the training procedure, achieving MSE of training data equal to 4.59 × 10−12, while the respective MSE of test data was 0.01599 and all test data produced error smaller than 10%%.
After three men were charged with a series of sexual offences against women, Mr Lansley called on the MoD to terminate the training contract and send the cadets back to Libya.
The networks were trained as described above adapting the three different sequences encoding schemes, using 4/5 of the data to update the network weights and 1/5 to determine when to terminate the training.
The data was randomly split into five subsets, and five individual networks were trained each using 4/5 of the data to update the network weights and 1/5 to decide when to terminate the training (i.e. a five-fold cross-validation).
The widely used methodology of cross-validation [ 11] was used for terminating the training process, so that over-training was avoided, and good generalization capabilities were ensured.
We terminated the training if subjects succeeded in finding food in 10 of their first 12 searches in at least 2 of 3 sessions on 1 day.
Because the musculature in SMA patients is less resistant and needs longer regeneration time, it is mandatory to terminate the training before the patient becomes exhausted; training should generally be supervised.
Furthermore, we conclude that student self-assessment appears a very good predictor of their e-assessment performance and could be used as an indicator for when to terminate the training.
The reverse-engineering process terminates, when the training error drops below a pre-defined error threshold, or when a maximum number of model evaluations is reached.
