Research Article
[Retracted] Cancer Categorization Using Genetic Algorithm to Identify Biomarker Genes
Table 6
Comparison of the mRMRe-GA with other methods.
| Algorithms | Colon | DLBCL outcome | Leukemia | Prostate | #Genes | #Genes | #Genes | Accuracy | #Genes | Accuracy | #Genes | Accuracy |
| mRMRe-GA | 4 | 100 | 6 | 100 | 3 | 100 | 5 | 100 | GBC (Alshamlan et al. [13]) | 10 | 98.38 | | | 4 | 100 | | | mRMR-ABC (Alshamlan et al. [15]) | 15 | 96.77 | | | 14 | 100 | | | Co-ABC (Alshamlan [14]) | 9 | 96.77 | | | 3 | 100 | | | COA-HS (Elyasigomari et al. [21]) | 5 | 100 | | | 6 | 100 | 5 | 100 | GA (Peng et al. [16]) | 12 | 93.55 | | | 6 | 100 | | | mRMR-GA (Akadi et al. [19]) | 5 | 95.61 | 45 | 87.93 | 15 | 100 | 50 | 96.08 | PSO (Shen et al. [17]) | 20 | 85.48 | | | 23 | 94.44 | | | mRMR-PSO (Abdi et al. [18]) | 10 | 90.32 | | | 18 | 100 | | | GA-SVM (Gunavathi and Hemalatha [20]) | 10 | 95 | 10 | 77.27 | 10 | 95.45 | 10 | 92.68 | AACO (Xiong and Wang [34]) | 4 | 96.77 | | | 3 | 100 | | | GADP (Lee and Leu [35]) | 8 | 100 | | | 5 | 100 | | | CS (Gunavathi and Premalatha [4]) | 10 | 95 | 10 | 72.72 | 10 | 95.45 | 10 | 92.68 |
|
|