Sentence examples for classification of driving from inspiring English sources
Table 1 shows a detailed comparison of machine learning methods used in prior studies of classification of driving maneuver skill.
Even for a highly skilled driver, real-time fluctuation in the classification of driving skill can be expected for reasons such as fatigue and driving conditions.
Classification of driving skills and driver state is a basic issue in building systems for driver support and infotainment that can be adapted to the individual needs of specific drivers.
In classification into two classes of driving skill with full curve scenes, an overall accuracy of 95.7 % was obtained using PCA components of ten attributes and an SVM classifier.
Open image in new window Fig. 11 Accuracy of driving skill classification for segmented curve cases.
Open image in new window Fig. 13 Accuracy of driving skill classification of different radii of curves (angular change, IA = 90°) Open image in new window Fig. 14 Accuracy of driving skill classification with different radii of curves (angular change = 45°).
Figure 10 shows how combinations of different attributes from feature extraction and two driving skill classifiers contribute to the accuracy of driving skill classification.
From these results, we can select curves with a smaller radius and a larger angular change to increase the accuracy of driving skill classification.
The Southern Railway number followed an adaptation of the UIC classification system where "C" refers to the number of driving axles – in this case three on each bogie.
Computer simulations of driving of an electric wheelchair were conducted to investigate the effectiveness of the proposed classification algorithm.
