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This is achieved through an iterative procedure which uses sets S p and from the initial training stage.
The classifier is loaded and then applied to the data on which it was trained, which will produce a final image/volume comprised of discrete grey levels equal in number to the amount of classes selected for the initial training stage.
For CHBMIT database, we had to train 220 classifiers in initial training stage.
Exercise doses for this stage will be prescribed by the exercise professional on completion of the initial training stage.
Each of the six test blocks started with a 10-second screen that showed the six different fruit outcomes from the initial training stage (see Figure 1D).
These corrective markings as the new examples along with the 32290 epochs of initial training stage were used to retrain the classifier.
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The proposals put forward at the initial training stages should have continuity as well as a sequential logic in continuous teacher training.
Sessions will be supervised by the RACF staff member (diversional therapist or physiotherapy assistant) who was involved in cosupervising the initial training sessions (Stage 1) and a volunteer, if deemed necessary by the exercise professional.
Initial training on the task (Stage 1) permitted the use of multiple strategies supporting alternation, that is allocentric, intra-maze, idiothetic, direction alternation (with reference to a known bearing).
In the training stage, an initial neural network, which has the similar architecture with GoogLeNet CNN model, is firstly pre-trained by optimizing classification-based objective functions on the publicly available CASIA WebFace database.
Two experimental cases are explored here, one with 200 initial training ensemble members in the SVM training phase while the other with 1000 initial training ensemble members.
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