Table 2.
Percentage of accuracy test results with five sets of training data and testing data at various proportions. An average was taken from the five tests. The maximum degree of recognition was 91.575%.
Test 1 | Test 2 | Test 3 | Test 4 | Test 5 | Avg | |
---|---|---|---|---|---|---|
Training data: 90% Testing data: 10% |
90.625 | 90.775 | 91.425 | 91.575 | 89.875 | 90.855 |
Training data: 80% Testing data: 20% |
90.15 | 89.858 | 89.925 | 89.442 | 89.767 | 89.828 |
Training data: 70% Testing data: 30% |
87.861 | 87.633 | 88.35 | 87.878 | 88.106 | 87.966 |
Training data: 60% Testing data: 40% |
85.992 | 85.754 | 85.612 | 85.912 | 85.342 | 85.722 |
Training data: 50% Testing data: 50% |
83.079 | 83.291 | 83.291 | 83.185 | 82.794 | 83.128 |