Research Article
Multiview Deep Forest for Overall Survival Prediction in Cancer
Table 5
Classification results of different approaches on the two data sets PSP and PST. They are compared under accuracy, precision, recall, and F1.
| | Method | PSP | PST | | Accuracy | Precision | Recall | F1 | Accuracy | Precision | Recall | F1 |
| | RF | 91.78% | 60.53% | 14.74% | 23.71% | 94.33% | 94.55% | 45.41% | 61.36% | | SVM | 91.78% | 64.29% | 16.88% | 26.73% | 94.20% | 94.22% | 45.40% | 61.27% | | MMH | 91.83% | 62.79% | 16.88% | 26.60% | 94.35% | 95.22% | 46.70% | 62.66% | | gcForest | 92.00% | 63.64% | 17.95% | 28.00% | 94.65% | 96.92% | 47.83% | 64.05% | | MVDF | 92.39% | 74.36% | 18.59% | 29.74% | 94.61% | 96.86% | 47.16% | 63.44% |
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