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Accuracy of gastric cancer cell identification with SL-Raman and different meta-models.
| SVM | KNN | LDA | XGBoost | Decision Tree | |
|---|---|---|---|---|---|
| AGS | 100% | 100% | 100% | 100% | 100% |
| BGC-823 | 100% | 100% | 100% | 100% | 98.71% |
| HGC-27 | 100% | 100% | 100% | 100% | 100% |
| MKN-45 | 99.34% | 100% | 100% | 98.68% | 100% |
| MKN-74 | 100% | 100% | 100% | 100% | 100% |
| SNU-16 | 100% | 100% | 100% | 100% | 99.38% |
