Table 2 Voting results for EPS-Urine dataset. In the prediction columns (SoftVoting and HardVoting), 0 is a prediction for the BPH class, and 1 stands for PCa. E.g. for Patient Id 141, affected by PCa (Diagnosed disease), SoftVoting predicted the BPH class (wrong prediction) and also HardVoting predicted BPH (wrong prediction)
Patient Id | Diagnosed disease (real class) | SoftVoting prediction | HardVoting prediction |
|---|---|---|---|
121 | BPH | 0 | 0 |
133 | BPH | 0 | 0 |
39 | BPH | 0 | 0 |
68 | BPH | 0 | 0 |
84 | BPH | 0 | 0 |
91 | BPH | 1 | 1 |
1 | PCa | 1 | 1 |
125 | PCa | 1 | 1 |
126 | PCa | 1 | 1 |
141 | PCa | 0 | 0 |
17 | PCa | 1 | 1 |
87 | PCa | 1 | 1 |