Table 6.
Classification performance of the 48 feature selection-obtained crosstalk genes in the four periodontitis-related datasets.
| GSE16134 | GSE10334 | GSE23586 | GSE79705 | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Samples: test set | Samples: SVM model predicts accurately | Accuracy | Samples: validation set | Samples: SVM model predicts accurately | Accuracy | Samples: validation set | Samples: SVM model predicts accurately | Accuracy | Samples: validation set | Samples: SVM model predicts accurately | Accuracy | |
| Case | 93 | 92 | 91.94% | 183 | 177 | 88.26% | 3 | 3 | 50% | 8 | 8 | 66.66% |
| Control | 31 | 22 | 64 | 41 | 3 | 0 | 4 | 0 | ||||
| Total | 124 | 114 | 247 | 218 | 6 | 3 | 12 | 8 | ||||