Research Article
[Retracted] Performance Analysis of Deep Learning Models for Binary Classification of Cancer Gene Expression Data
Table 8
Performance of 1DCNN on different datasets.
| Dataset | TPR (%) | FPR (%) | Precision (%) | F1-score (%) | Accuracy (%) |
| Colon (ANOVA) | 100 | 60 | 73 | 0.84 | 77 | Colon (IG) | 75 | 60 | 67 | 0.71 | 62 | Pancreas (ANOVA) | 100 | 50 | 78 | 0.87 | 82 | Pancreas (IG) | 100 | 25 | 87 | 0.93 | 91 | Breast (ANOVA) | 100 | 25 | 67 | 0.8 | 83 | Breast (IG) | 100 | 80 | 86 | 0.92 | 94 | Lung (ANOVA) | 100 | 20 | 86 | 0.93 | 91 | Lung (IG) | 100 | 0 | 100 | 1 | 100 |
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