Table 19. Pattern recognition test for changes over the three day period (C2).
| C2 change over time test number | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Classifier | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | Ave |
|
Linear Bayes Normal
Classifier |
71.6 | 64.2 | 59.3 | 74.1 | 72.8 | 69.1 | 64.2 | 76.5 | 72.8 | 66.7 | 69.1 |
| K-Nearest Neighbour-1 | 82.7 | 77.8 | 70.4 | 85.2 | 77.8 | 82.7 | 90.1 | 85.2 | 82.7 | 87.7 | 82.2 |
| Naive Bayes classifier | 74.1 | 75.3 | 69.1 | 71.6 | 69.1 | 75.3 | 80.2 | 74.1 | 69.1 | 79.0 | 73.7 |
| Parzen classifier | 76.5 | 79.0 | 83.9 | 71.6 | 87.7 | 77.8 | 82.7 | 71.6 | 74.1 | 72.8 | 77.8 |
|
Fisher’s linear
Discriminant |
74.1 | 76.5 | 65.4 | 71.6 | 69.1 | 72.8 | 71.6 | 72.8 | 71.6 | 60.5 | 70.6 |
|
Logistic linear
classifier |
71.6 | 64.2 | 76.5 | 71.6 | 71.6 | 77.8 | 70.4 | 76.5 | 74.1 | 72.8 | 72.7 |
|
Support vector
machine |
69.1 | 75.3 | 69.1 | 75.3 | 77.8 | 71.6 | 75.3 | 70.4 | 74.1 | 65.4 | 72.3 |