From: Predictive modeling for COVID-19 readmission risk using machine learning algorithms
Measure | Algorithms | |||||
---|---|---|---|---|---|---|
GA | PSO | DE | GWO | HHO | HOA | |
Mean fitness value | 0.101 (95% CI 0.103 to 0.099) | 0.095 (95% CI 0.096 to 0.094) | 0.096 95% CI 0.095 to 0.097) | 0.098 (95% CI 0.099 to 0.097) | 0.101 (95% CI 0.102 to 0.099) | 0.083 (95% CI 0.082 to 0.084) |
Accuracy | 0.891 (95% CI 0.888 to 0.894) | 0.903 (95% CI 0.901 to 0.905) | 0.904 (95% CI 0.903 to 0.905) | 0.900 (95% CI 0.901 to 0.899) | 0.892 (95% CI 0.891 to 0.893) | 0.924 (95% CI 0.923 to 0.925) |
No. selected features | 18 | 21 | 20 | 24 | 19 | 17 |