Table 4 The LOOCV performances of the SVM with 31 informative physicochemical properties on datasets of various sequence identity thresholds.
From: Computational identification of ubiquitylation sites from protein sequences
Sequence identity threshold | Accuracy(%) | Number of positive samples | Number of negative samples |
|---|---|---|---|
100% | 84.44 | 151 | 151 |
90% | 82.71 | 145 | 150 |
80% | 81.72 | 141 | 149 |
70% | 80.63 | 136 | 148 |
60% | 81.23 | 131 | 146 |
50% | 80.80 | 130 | 146 |
40% | 79.70 | 121 | 145 |