Table 16. Pattern recognition test of driving test course participants.
| All participants test number | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Classifier | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | Ave |
|
Linear Bayes
Normal Classifier |
89.3 | 82.1 | 89.3 | 89.3 | 89.3 | 82.1 | 78.6 | 89.3 | 85.7 | 85.7 | 86.1 |
|
K-Nearest
Neighbour-1 |
89.3 | 82.1 | 75.0 | 82.1 | 82.1 | 85.7 | 89.3 | 75.0 | 85.7 | 75.0 | 82.1 |
|
Naive Bayes
classifier |
82.1 | 78.6 | 82.1 | 92.9 | 85.7 | 75.0 | 78.6 | 71.4 | 82.1 | 89.3 | 81.8 |
| Parzen classifier | 92.9 | 85.7 | 85.7 | 89.3 | 85.7 | 82.1 | 78.6 | 85.7 | 78.6 | 82.1 | 84.6 |
|
Fisher’s linear
Discriminant |
71.4 | 75.0 | 71.4 | 67.9 | 89.3 | 75.0 | 75.0 | 71.4 | 71.4 | 75.0 | 74.3 |
|
Logistic linear
classifier |
83.9 | 75.0 | 78.6 | 85.7 | 80.4 | 73.2 | 78.6 | 78.6 | 89.3 | 85.7 | 80.9 |
|
Support vector
machine |
82.1 | 89.3 | 67.9 | 82.1 | 64.3 | 78.6 | 78.6 | 75.0 | 85.7 | 75.0 | 77.9 |