Research Article
Automated Tongue Feature Extraction for ZHENG Classification in Traditional Chinese Medicine
Table 6
Classification between superficial and atrophic pathology of the 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 |
| | 0.604 | 63.16 | 0.642 | 64.47 | 0.627 | 63.16 | 0.658 | 66.67 | 0.631 | 63.16 | 0.622 | 62.72 | | 0.633 | 65.35 | 0.662 | 65.79 | 0.702 | 71.05 | 0.604 | 61.40 | 0.630 | 63.60 | 0.621 | 62.28 | | 0.633 | 64.47 | 0.601 | 62.72 | 0.640 | 64.04 | 0.623 | 65.79 | 0.632 | 63.16 | 0.623 | 62.28 | | 0.657 | 66.23 | 0.660 | 65.79 | 0.697 | 69.74 | 0.613 | 62.72 | 0.645 | 64.47 | 0.663 | 66.23 | | 0.637 | 64.91 | 0.697 | 70.18 | 0.659 | 66.23 | 0.631 | 64.04 | 0.629 | 63.16 | 0.639 | 64.47 |
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