From: Machine learning-based prediction of COVID-19 mortality using immunological and metabolic biomarkers
Number of patients | SVM-linear | SVM-Poly | SVM-RBF | SVM-sigmoid | Random Forest | DNN |
---|---|---|---|---|---|---|
1,000 | 0.87 | 0.74 | 0.86 | 0.72 | 0.91 | 0.80 |
2,000 | 0.89 | 0.80 | 0.89 | 0.50 | 0.92 | 0.91 |
3,000 | 0.91 | 0.77 | 0.87 | 0.45 | 0.94 | 0.92 |
4,000 | 0.92 | 0.77 | 0.89 | 0.66 | 0.98 | 0.95 |