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In this blind laboratory test, 80% of the subjects chose the learned settings, and nobody reported any artifacts of using the learning algorithm.
Nobody reported any artifacts of using the learning algorithm.
For each window of observations, LDS parameters were estimated using the learning algorithm in Section 3.2.
This network is able of estimating approximate solution of assumed equation using the learning algorithm which is based on steepest descent rule.
The distinction is made depending on whether feature subset evaluation is performed using the learning algorithm employed in the classifier design (i.e., wrapper) or not (i.e., filter).
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An initially constructed forecasting model has some unknown parameters which may be manually tuned and then trained or updated using the learning algorithms once data become available.
Filters use the general data characteristics to evaluate the selected attribute subset before the learning algorithm is run, while wrappers use the learning algorithm itself as a black box to evaluate the selected attribute subset.
The adjustment of weight uses the learning algorithm of counter propagation (Wang et al. 2000), the transformation function of neuron is the S-pattern function f(x)=frac{1}{1+{e}^{-x}} (8).
The algorithm uses the learning algorithm by Sharan and Karp (2012) as a building block and its outline is as follows (see Fig. 1): (i) Duplicate the ILP of Sharan and Karp so that each copy holds a distinct model; these models (M1, M2) are used to evaluate the maximum difference criterion.
Finally, we used the learning algorithm to extract rules for the dose of each medication for patient profiles for which the choice of the type of treatment, the pharmaco-therapeutic class and the INN of each drug were recommended by the guidelines or could be calculated using the rules learnt in the previous steps.
In this guidance scheme, the artificial neural network is adopted to implement gains steering and the evolutionary algorithm is used as the learning algorithm for artificial neural network.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com