Skip to main content

Table 3 Comparison of algorithms in terms of different criteria in 20 runs

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