J48 | Naïve Bayes | SMO | |
---|---|---|---|
a) Sequences folding to the top 10% and the bottom 10% of designable conformations for the hexagon | 96.8% correct | 95.8% correct | 98.3% correct |
AUC .97 | AUC 0.99 | AUC 0.98 | |
Sens: 1.0 | Sens: 1.0 | Sens: 0.997 | |
Spec: 0.94 | Spec: 0.92 | Spec: 0.97 | |
b) Sequences folding to the top 10% and the bottom 10% of designable conformations for the triangle | 92.7% correct | 82.4% correct | 95.0% correct |
AUC 0.93 | AUC 0.92 | AUC 0.95 | |
Sens: 0.93 | Sens: 0.76 | Sens: 0.92 | |
Spec: 0.92 | Spec: 0.86 | Spec: 0.97 |