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The BP artificial neural network evaluation of the basic principles and process of engineering risk evaluation model, including the establishment of neural networks, learning and training, test results and case analysis, was explained.
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Although the accuracy of the training and test was much better than that for the 6 × 6 lattice, the training and test results from these data were omitted.
Nevertheless, the study design did enable scrutinization and discussion of gender differences between younger inexperienced drivers with respect to education and training, license test results, and initial period of licensure.
The training and test results for only the DNN architecture with 8 features (8 input nodes) and 36 (6 × 6) labels (36 output nodes) are described in detail in the next subsection, and the details of the other DNN architectures with 16 and 4 features are presented in the Supplementary information (S1).
In combining the training and test results, 28 cases were associated with the former pattern and 29 cases with the latter, which comprised a total of 74.03% (57/77) of the hypertensive population.
With the training and test results combined, 21 controls were associated with the former pattern and 30 controls with the latter, which included a total of 62.20% (51/82) of the normotensive population.
Study participants' flow Table 2. Before and after comparison of training course test results Table 3. Description of characteristics of GPs Table 4. Baseline data of diabetic patients cared for by participant GPs Table 5. Glycaemic control evaluation outcomes Table 6.
In addition, we showed that end-of-training standardized test results for these physicianship-related skills are more strongly associated with future use of life-saving screening tests than test results for doctors' knowledge of preventive medicine.
The fish significantly discriminated the trained face from the 18 novel ones (Z = 6.794, P < 0.001, Fig. 2B). Figure 3: Training and testing results for Experiment 2. (A) Training results.
Figure 2: Training and testing results for Experiment 1. (A) Training results.
Both the training and the test results are in very good agreement with the experimental results obtained in this work.
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