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When a set of sea clutter data is used in the training process, after an effective training process, the trained neural network function f will be able to approximate the underlying nonlinear function in this set of sea clutter data.
For an effective training process and adaptation to occur, the monitoring [12], quantification [13], and regulation [14] of training load is necessary.
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Not only does the athlete need physical preparation, he or she needs an effective mental training process.
An institute which has several sessions with a concentrated student group in each will be more effective in the training process.
A radial basis function (RBF) was used as kernel for model development because it is effective and speeds up the training process.
However these domains are the lowest in the hierarchy of evidence needed to confirm that a training process has been truly effective [ 37].
If we took a minor threshold the number of candidates would increase too much and the posterior training process would have been not effective.
Key to the training process is an interested and effective bedside expert who has the patience to supervise the inexperienced trainee.
Our primary objective is to assess whether the focused training process described in this study is effective in training medical students and resident physicians to competently perform a goal-directed PoCUS scan in a simulated setting.
The cross-validation method was proven to be effective in detecting the best generalization point and stopping the training process before the model shifted to over-learning.
These issues are important when defining normal processes associated with auditory learning and when developing effective training programs aimed at rehabilitating impaired perception.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com