Dataset | Models | N | ntree | mtry | Total Accuracy | Sensitivity | Specificity | PMC | Zhang Cluster | Onnela Cluster | Barrat Cluster | Zhang Cluster Target | Onnela Cluster Target | Barrat Cluster Target | Zhang Cluster Non- Target | Onnela Cluster Non- Target | Barrat Cluster Non- Target |
Breast Cancer | 1 | 699 | 10 | 1 | 0.95 | 0.93 | 0.96 | 1.57% | 0.60 | 0.56 | 0.72 | 0.67 | 0.63 | 0.77 | 0.46 | 0.42 | 0.63 |
2 | 699 | 10 | 3 | 0.96 | 0.94 | 0.97 | 1.14% | 0.65 | 0.62 | 0.76 | 0.72 | 0.69 | 0.79 | 0.53 | 0.48 | 0.68 | |
3 | 699 | 1000 | 1 | 0.97 | 0.98 | 0.97 | 0.57% | 0.51 | 0.27 | 0.93 | 0.67 | 0.36 | 0.97 | 0.22 | 0.09 | 0.85 | |
4 | 699 | 1000 | 3 | 0.97 | 0.96 | 0.97 | 0.86% | 0.66 | 0.47 | 0.94 | 0.81 | 0.62 | 0.97 | 0.37 | 0.19 | 0.88 | |
Medical Students | 1 | 77 | 10 | 1 | 0.70 | 0.60 | 0.79 | 37.66% | 0.32 | 0.31 | 0.47 | 0.33 | 0.33 | 0.50 | 0.30 | 0.28 | 0.45 |
2 | 77 | 10 | 3 | 0.67 | 0.62 | 0.71 | 33.77% | 0.40 | 0.39 | 0.57 | 0.40 | 0.40 | 0.58 | 0.40 | 0.38 | 0.57 | |
3 | 77 | 1000 | 1 | 0.70 | 0.63 | 0.76 | 16.88% | 0.17 | 0.08 | 0.91 | 0.18 | 0.08 | 0.91 | 0.17 | 0.08 | 0.92 | |
4 | 77 | 1000 | 3 | 0.74 | 0.66 | 0.81 | 16.88% | 0.20 | 0.10 | 0.92 | 0.20 | 0.09 | 0.91 | 0.19 | 0.10 | 0.93 |