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The selected substances were split into the training (80% of the substances) and the test (20% of the substances) sets of the model.
Each group performed a trial with each method (treatment) to check the two respective sets of the model in a specified sequence.
We take possible candidate sets of the model parameters in order to minimize the evaluation function in Eq. 4, i.e., the probability distribution function of the posterior probability p(s|d; α ', β ', ν) in terms of the Bayesian estimation.
Lennon filled it with three full sets of the model car racing game, Scalextric.
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Training and test sets of the models with the corresponding JRC validated QMRFs.
The results of training, testing and validation sets of the models are compared with experimental results.
The resultant optimal parameter sets of the models are listed in Data S1 in Table 1.
On the other hand, we compared the possible variation of parameter sets of the models by these two different methods.
The study was limited to one parameter set of the model equations.
The regional setting of the model recognizes the economies of R = 27 Egyptian governorates (mohaafazaat) (Fig. 1).
The framework adopted to obtain the set of the model equations consists of the stages presented in Fig. 4.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com