Table 3 The results of different stacking combinations
From: A hybrid Stacking-SMOTE model for optimizing the prediction of autistic genes
Stacking number | Precision | Recall | F-measure | AUC-ROC | Accuracy |
|---|---|---|---|---|---|
Stacking 1 | 94.90 | 95.00 | 94.90 | 94.90 | 94.99 |
Stacking 2 | 94.60 | 94.80 | 94.70 | 95.20 | 94.76 |
Stacking 3 | 95.20 | 95.40 | 95.30 | 94.80 | 95.37 |
Stacking 4 | 95.20 | 95.40 | 95.30 | 94.70 | 95.37 |
Stacking 5 | 93.80 | 92.60 | 92.70 | 84.10 | 92.60 |