Table 3 The average detection power and the average running time with their respective standard deviations of compared methods on 1000-SNP data sets
From: epiACO - a method for identifying epistasis based on ant Colony optimization algorithm
Evaluation measures | Models | AntEpiSeeker | MACOED | IACO | epiACO | |
|---|---|---|---|---|---|---|
Detection power (%) | ME Models | Model 1 | 36.10 ± 3.86 | 16.33 ± 5.16 | 100.00 ± 0.00 | 100.00 ± 0.00 |
Model 2 | 0.00 ± .0.00 | 18.14 ± 4.75 | 17.62 ± 4.67 | 35.33 ± 3.26 | ||
NME Modes | Model 3 | 0.00 ± .0.00 | 9.80 ± 2.74 | 7.00 ± 2.93 | 10.30 ± 2.69 | |
Model 4 | 0.00 ± .0.00 | 6.10 ± 2.94 | 4.90 ± 2.19 | 9.90 ± 2.83 | ||
Model 5 | 0.00 ± .0.00 | 9.60 ± 3.34 | 5.70 ± 2.77 | 11.23 ± 3.57 | ||
Running time (second) | ME Models | Model 1 | 357.11 ± 13.08 | 323.81 ± 18.47 | 301.27 ± 13.43 | 231.38 ± 12.65 |
Model 2 | 305.40 ± 16.33 | 334.01 ± 17.74 | 270.31 ± 18.91 | 229.33 ± 15.91 | ||
NME Models | Model 3 | 281.08 ± 17.23 | 337.49 ± 16.72 | 253.00 ± 18.82 | 253.41 ± 12.57 | |
Model 4 | 262.75 ± 14.26 | 345.21 ± 19.41 | 277.04 ± 14.37 | 241.41 ± 10.02 | ||
Model 5 | 305.99 ± 14.88 | 354.87 ± 13.48 | 314.40 ± 12.35 | 267.49 ± 11.63 | ||