Skip to main content

Table 2 Comparison of statistics for AGA runs with immigration and without immigration.

From: An adaptive genetic algorithm for selection of blood-based biomarkers for prediction of Alzheimer's disease progression

Run ID

Generation

Lifespan

Immigration

Max

AUC

Median AUC

Lower Quartile

Upper Quartile

Mean Time (minutes)

1

300

300

No

0.87

0.82

0.81

0.84

116

2

300

30

Yes

0.88

0.84

0.83

0.85

226

3

600

30

Yes

0.89

0.86

0.85

0.87

436

  1. Other parameters used in the AGA:ρ = 0 - 0.6, in 0.2 steps; nmax = 50; Skew = 1/6; 10 repeats and 5 fold cross validation.