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Finally, we have shown that usage of (simple) ensemble methods outperformed a single DNN alone, hence more sophisticated ensemble methods and inclusion of different models is a worthy follow up.
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Table 2 shows the results of different models with and without the inclusion of the variable gender.
Figure 9: Influence of different model parameters on model outcome.
Part of the controversy of whether involvement of MDR in nosocomial infection is an independent risk factor for mortality possibly stems from inclusion of different sets of covariates in regression models or from different matching criteria in matched cohort studies.
In this paper substitution effects are captured explicitly in the design of a labelled choice experiment and the inclusion of different distance variables in the choice model specification.
However, the inclusion of different forecast time-spans and time-dependent models in new CSEP experiments requires both an urgent revision of the testing procedure and an effort by modelers to provide full distributions of the variables being tested.
These comprise the relatively large sample and the inclusion of different types of risk factors within one multiple regression model.
For these models, outstanding issues are concerned with the inclusion of different tissue types, multilayer arteries, inhomogeneous tissues and diseased tissues.
(2015), the inclusion of different combinations of dummies imply that estimates are consistent with random utility models that are not based on the canonical version of the gravity model.
Many energy models aim at a broad inclusion of target system elements, e.g. an inclusion of different energy carriers, different economic sectors, environmental aspects and extensive regional inclusion.
For Rousteing, that comes with the inclusion of different races on the catwalk.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com