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An important issue for the proper interpretation of the results of a QSAR model is the applicability domain (AD), i.e. an evaluation of how suitable the model is for reliable prediction for the given compounds.
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Our model is suitable for the modeling of both low-and high-power devices.
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Therefore, validation of a model also determines a suitable complexity for the model.
Therefore, in addition to carefully selecting the most suitable model for the study, the interpretation of overlapping effects of cell injury in those models is very important.
These results reinforce the affirmation of Ionut et al. (2010) [ 30] that the dog is the most suitable model for the study of human diabetes.
Regarding ordinal data, ordered categorical models are the suitable models for the evaluation.
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