Table 17. Pattern recognition test of three day participants for individuality.
| C1 versus C2 test number | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Classifier | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | Ave |
|
Linear BayesNormal
Classifier |
91.8 | 90.0 | 90.0 | 95.4 | 89.1 | 91.2 | 93.6 | 94.5 | 90.9 | 90.9 | 91.7 |
| K-Nearest Neighbour-1 | 96.4 | 90.9 | 98.2 | 92.7 | 96.4 | 96.4 | 92.7 | 87.3 | 98.2 | 98.2 | 94.7 |
| Naive Bayes classifier | 83.6 | 80.1 | 87.3 | 90.9 | 89.1 | 85.4 | 85.4 | 88.2 | 90.1 | 81.2 | 86.1 |
| Parzen classifier | 90.1 | 92.7 | 92.7 | 96.4 | 96.4 | 100 | 92.7 | 92.7 | 94.5 | 98.2 | 94.6 |
|
Fisher’s linear
Discriminant |
92.7 | 88.2 | 90.0 | 95.4 | 88.2 | 93.6 | 93.6 | 90.0 | 88.2 | 91.2 | 91.1 |
|
Logistic linear
classifier |
90.0 | 89.1 | 93.6 | 91.8 | 90.0 | 92.7 | 90.0 | 91.8 | 88.2 | 88.2 | 90.5 |
|
Support vector
machine |
92.7 | 94.5 | 91.8 | 91.8 | 86.4 | 90.0 | 90.9 | 92.7 | 90.9 | 94.5 | 91.6 |