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Several structures, learning algorithms and transfer functions were tested in order to produce a model with the best generalizing ability.
The multilayer perceptron model (MLP) has been used for this purpose by testing several possible architectures in order to be selected the one with the best generalizing ability.
Experimental results seem to confirm that the proposed fuzzy decision could increase the generalizing ability of the classifier.
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The weights are continually altered while training to improve accuracy and generalize abilities [21].
Thus, the authors assume these four sets of experiments are enough to generalize the ability of the subject VSG to scale experiments.
Four neural network models have been tested to investigate the generalize-ability of each network.
The number of patients involved in the present study is relatively small, which might limit the ability to generalize the generated results.
A crucial characteristic of learning lies in the ability to generalize, that is, the ability to extend the acquired perceptual abilities to both new stimuli and new perceptual conditions.
External Validity is related to the ability of generalizing the experiment results to other settings.
When we generalize from our ability to make the latter sort of decisions, we must value not only the ability to weigh options and universalize them but also the ability to engage the right affect, emotion, etc.
Furthermore, this ability generalizes fairly well to text that was not presented in the training set.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com