Table 1.
Constraints and comparisons of previous studies.
| Study | Model | Used dataset | Accuracy (%) | Constraint | IoMT |
|---|---|---|---|---|---|
| Asif et al. [31] | RF, SVM | miRNA (feature) | 79 | Handcrafted features, imbalance data | No |
| Alshamlan et al. [32] | GBC algorithm | SRBCT (feature) | 81 | Handcrafted features, imbalance classes, imbalance gene sequence | No |
| KhaderKhader et al. [33] | BA, SVM | Gene seq (feature) | 80.5 | Imbalance gene classes | No |