Actual localization | Total | TP | FP | FN | TN | Precision | Recall |
---|---|---|---|---|---|---|---|
PSORTb | Â | Â | Â | Â | Â | Â | Â |
CP | 145 | 110 | 1 | 35 | 110 | 99.10% | 75.86% |
CM | 69 | 55 | 2 | 14 | 166 | 96.49% | 79.71% |
PP | 29 | 18 | 0 | 11 | 207 | 100.00% | 62.07% |
OM | 38 | 30 | 0 | 8 | 195 | 100.00% | 78.95% |
EX | 18 | 6 | 3 | 12 | 216 | 66.67% | 33.33% |
Total | 299 | 219 | 6 | 80 | 894 | 97.33% | 73.24% |
Proteome Analyst | Â | Â | Â | Â | Â | Â | Â |
CP | 145 | 94 | 0 | 51 | 119 | 100.00% | 64.83% |
CM | 69 | 59 | 2 | 10 | 162 | 96.72% | 85.51% |
PP | 29 | 19 | 3 | 10 | 201 | 86.36% | 65.52% |
OM | 38 | 31 | 0 | 7 | 192 | 100.00% | 81.58% |
EX | 18 | 9 | 6 | 9 | 207 | 60.00% | 50.00% |
Total | 299 | 212 | 11 | 87 | 881 | 95.07% | 70.90% |
ProtCompB | Â | Â | Â | Â | Â | Â | Â |
CP | 145 | 127 | 11 | 18 | 144 | 92.03% | 87.59% |
CM | 69 | 55 | 7 | 14 | 227 | 88.71% | 79.71% |
PP | 29 | 19 | 9 | 10 | 261 | 67.86% | 65.52% |
OM | 38 | 23 | 18 | 15 | 243 | 56.10% | 60.53% |
EX | 18 | 11 | 4 | 7 | 277 | 73.33% | 61.11% |
Total | 299 | 235 | 49 | 64 | 1152 | 82.75% | 78.60% |
Consensus vote | Â | Â | Â | Â | Â | Â | Â |
CP | 145 | 67 | 0 | 78 | 154 | 100.00% | 46.21% |
CM | 69 | 43 | 0 | 26 | 230 | 100.00% | 62.32% |
PP | 29 | 11 | 0 | 18 | 270 | 100.00% | 37.93% |
OM | 38 | 19 | 0 | 19 | 261 | 100.00% | 50.00% |
EX | 18 | 4 | 0 | 13 | 216 | 100.00% | 23.53% |
Total | 299 | 144 | 0 | 154 | 1131 | 100.00% | 48.32% |
Majority vote (2 out of 3 predictions) | Â | Â | Â | Â | Â | Â | Â |
CP | 145 | 121 | 0 | 24 | 154 | 100.00% | 83.45% |
CM | 69 | 59 | 0 | 10 | 230 | 100.00% | 85.51% |
PP | 29 | 17 | 0 | 12 | 270 | 100.00% | 58.62% |
OM | 38 | 29 | 0 | 10 | 213 | 100.00% | 74.36% |
EX | 18 | 6 | 1 | 12 | 215 | 85.71% | 33.33% |
Total | 299 | 232 | 1 | 68 | 1082 | 99.57% | 77.33% |
Combination method | Â | Â | Â | Â | Â | Â | Â |
CP | N/A | N/A | N/A | N/A | N/A | N/A | N/A |
CM | N/A | N/A | N/A | N/A | N/A | N/A | N/A |
PP | 29 | 25 | 0 | 4 | 56 | 100.00% | 86.20% |
OM | 38 | 34 | 1 | 4 | 46 | 97.14% | 89.47% |
EX | 18 | 12 | 2 | 6 | 65 | 85.71% | 66.67% |
Total | 85 | 71 | 3 | 14 | 167 | 95.95% | 87.53% |