Research Article
Automated Tongue Feature Extraction for ZHENG Classification in Traditional Chinese Medicine
Table 5
Detection of presence of HP bacteria (positive versus negative) in gastritis patients.
| Feature vector | Entire tongue | Middle tongue | AdaBoost | SVM | MLP | AdaBoost | SVM | MLP | -meas | CA | -meas | CA | -meas | CA | -meas | CA | -meas | CA | -meas | CA |
| | 0.679 | 71.97 | 0.681 | 68.20 | 0.673 | 68.20 | 0.696 | 71.97 | 0.686 | 70.29 | 0.682 | 70.29 | | 0.644 | 66.11 | 0.680 | 67.78 | 0.713 | 71.97 | 0.632 | 64.85 | 0.681 | 68.20 | 0.681 | 67.78 | | 0.655 | 67.78 | 0.666 | 67.36 | 0.666 | 67.78 | 0.699 | 71.55 | 0.644 | 69.04 | 0.676 | 68.20 | | 0.655 | 67.78 | 0.686 | 68.20 | 0.695 | 69.87 | 0.633 | 65.27 | 0.631 | 64.44 | 0.684 | 68.20 | | 0.661 | 68.20 | 0.695 | 71.13 | 0.702 | 70.29 | 0.594 | 61.09 | 0.669 | 66.95 | 0.649 | 65.27 |
|
|