Skip to main content
. 2017 Dec 6;2:93. Originally published 2017 Sep 27. [Version 2] doi: 10.12688/wellcomeopenres.12280.2

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