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Analysis of three kinds of liver data by three algorithms.
| Ultrasound liver image | Accuracy | ||
|---|---|---|---|
| PCA dimension reduction method | Optimized immune algorithm | Support vector machine | |
| Normal | 97.9% | 100% | 98.21% |
| Cirrhosis | 92.11% | 94.13% | 91.2% |
| Liver cancer | 88.45% | 93.34% | 89.24% |
