Table 1.
Prediction results of the test sets
Test set | Accuracy, % | Precision, % | Sensitivity, % | Mean square error |
---|---|---|---|---|
1 | 84.25 | 84.42 | 84.50 | 0.63 |
2 | 82.75 | 83.59 | 84.00 | 0.69 |
3 | 83.25 | 84.82 | 85.50 | 0.67 |
4 | 83.25 | 82.23 | 84.00 | 0.67 |
5 | 86.00 | 86.00 | 86.00 | 0.56 |
Sum* | 83.90 ± 1.29 | 84.21 ± 1.41 | 84.80 ± 0.91 | 0.64 ± 0.05 |
Precision is the true positive/(true positive + false positive). Sensitivity is the true positive/(true positive + false negative).
*Mean and variance are averaged by the results of five test sets.