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Exact(9)
OpenTox in particular is a platform-independent collection of components which communicate through web services, so that the user can combine data, models and validation results from multiple sources in a dependable and time-effective way.
Because of the extensible nature of the standardised Framework design, barriers of interoperability between applications and content are removed, as the user may combine data, models and validation from multiple sources in a dependable and time-effective way.
A tool accessible to all users, irrespectively of their statistical knowledge, would be valuable if it tests several simple and complex regression models and validation schemes, produce unified reports, and offer the option to be integrated into more extensive studies.
A computational pipeline was constructed to perform successive computational steps, including data pre-conditioning, selection of training and test sets, data reduction, analysis for protein expression differences, selection of best models, and validation (Figure 1).
The global workflow consisting of the graph representation of the secondary data sources, the incorporation into the calculation of patient similarities, model building, the selection of the relevant secondary data sources, the combination of relevant models and validation is provided in Figure 2. The results for the 10 training microarray data sets are shown in Figure 3 and Table 5.
This was achieved through a standardized procedure regarding air pollutants measurements, development of land use regression models, and validation (Beelen et al. 2013; Eeftens et al. 2012).
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The air conditions across the LAMEE and the RHMX were achieved by two heat and mass transfer sub-models, and validation of the sub-models was conducted by comparison of the simulation results against the published experimental measurements.
The work involves experimental measurements and numerical modelling and validation.
The article describes the updated prognosis model and validation results.
This concerns, e.g. the material modelling and validation.
This implies, however, grey-box modelling and validation instead of white-box modelling and validation which are appropriate for Type A evaluation.
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