Table 4.
Comparative overview of prediction accuracy among various prediction models utilizing the KIRC dataset.
| Methods | Performance measures | |||
|---|---|---|---|---|
| ACC (%) | SEN (%) | SPE (%) | F1-score (%) | |
| DBN | 74.37 | 82.29 | 56.64 | 71.23 |
| WE-DBN | 70.76 | 79.34 | 45.43 | 75.67 |
| DBN-ELM | 87.38 | 92.26 | 52.72 | 80.34 |
| DBN-ELM-BP | 94.61 | 94.73 | 60.23 | 86.56 |
| DNN | 75.67 | 73.54 | 67.60 | 79.98 |
| Google net | 74.74 | 77.45 | 65.45 | 74.15 |
Bold values indicate the appropriate values in each column of the table.