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