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The practical utility of such a model development procedure is aptly demonstrated by employing the best trained model to design a stable fuzzy state controller and implementing it in real life for the same flexible robotic arm.
Although the results of the study are not transferable to other areas in the world, the model development procedure may be applied for other types of architecture and building types in different locations.
As part of the model development procedure, we first applied an automated approach to select candidate predictor variables using the "regsubset" function from the leaps package [64] in the R statistical software [65].
This model development procedure was repeated for different modeling conditions, e.g. the number of nodes, and all virtual datasets.
A complete model development procedure to investigate all available covariate effects was not performed in the current analysis because this had been conducted in previously reported work.
As part of the model development procedure, we first applied an automated approach to select candidate predictor variables using the " regsubset" function from the leaps package [ 64] in the R statistical software [ 65].
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CONCLUSIONS: Our model-development procedure produces models that estimate well the recombinogenic potential of RSS and are better at RSS recognition than the order zero and order one Markov models.
Through the conceptual model development process, we identified three approaches community pharmacies used to appropriate procedures in practice.
To improve the predictive ability of the models, the development procedure encompassed: outliers elimination, optimum model rank definition, spectral range and spectral pre-treatment selection.
A summary of the model development and validation procedure is shown in Appendix A (Additional file 1).
The problem comes from the overly simplified hardware abstraction model in the software development procedure.
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template development procedure
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model development phase
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