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Informants suggested that the data validation process for these sources was weak and suppliers of data receive little feedback.
A detailed overview of the data collection and calculation process, as well as the data validation process through several bunkering companies, is provided in Aronietis et al. (2015).
Figure 5 shows the flow of our data validation process.
Since the comprehensive checks detect all kinds of errors, they create a large workload during the data validation process.
However, these changes are often invisible to a data scientist, making their data validation process a nightmare.
Once the representation adopted, the next step is to design the optimal neural network determined by a learning and validation process of data from a set of sleep records.
This automated software reads scanned questionnaires and performs a validation process of the data with previously established parameters; once the data have been validated, they are entered into a specifically created dataset.
The references of all excluded articles after full text assessment are summarised in Additional file 2. Additional file 1 summarises the extracted data for the development and initial validation process of the reviewed instruments.
The pharmaceutical industry, due to its specific knowledge and know-how, will certainly have some role to play in the validation process of the clinical data relating to BPT (obstacle (1)) and/or in furthering the research concerning the potential negative coevolutionary consequences of unlimited use of BFT (obstacle (4)).
A thorough validation process of the numerical model, based on published experimental data is described.
The model calibration process refers to an estimate of the model parameters to fit the model results to a set of observed data, while the validation process refers to an evaluation of the results of the model outputs using the calibrated model parameters compared to the observed outcomes.
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