From: osFP: a web server for predicting the oligomeric states of fluorescent proteins
Descriptors | Training set | Tenfold CV set | External set | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Ac (%) | Sn (%) | Sp (%) | MCC | Ac (%) | Sn (%) | Sp (%) | MCC | Ac (%) | Sn (%) | Sp (%) | MCC | |
AAC/DPC/TPC | 97.40 ± 0.77 | 97.72 ± 1.23 | 97.14 ± 1.31 | 0.95 ± 0.02 | 83.07 ± 2.04 | 83.26 ± 2.19 | 82.95 ± 2.27 | 0.66 ± 0.04 | 83.26 ± 3.58 | 83.77 ± 5.14 | 83.37 ± 4.45 | 0.67 ± 0.07 |
AC | 98.70 ± 0.58 | 98.54 ± 0.93 | 98.86 ± 0.75 | 0.97 ± 0.01 | 78.36 ± 2.35 | 78.36 ± 2.36 | 78.67 ± 2.30 | 0.57 ± 0.04 | 78.49 ± 4.76 | 78.65 ± 5.66 | 78.89 ± 5.62 | 0.57 ± 0.10 |
CTD | 97.58 ± 0.82 | 98.05 ± 0.99 | 97.20 ± 1.33 | 0.95 ± 0.02 | 80.28 ± 2.37 | 79.66 ± 2.98 | 80.88 ± 2.33 | 0.60 ± 0.05 | 80.40 ± 4.92 | 80.37 ± 6.63 | 81.01 ± 5.34 | 0.61 ± 0.10 |
Ctriad | 95.46 ± 1.08 | 96.20 ± 1.51 | 94.85 ± 1.87 | 0.91 ± 0.02 | 80.38 ± 2.01 | 81.07 ± 2.43 | 79.82 ± 2.08 | 0.61 ± 0.04 | 81.06 ± 4.83 | 81.80 ± 5.79 | 80.98 ± 5.55 | 0.62 ± 0.10 |
QSO | 98.35 ± 0.63 | 98.35 ± 0.83 | 98.36 ± 0.93 | 0.97 ± 0.01 | 80.15 ± 1.91 | 80.11 ± 2.25 | 80.27 ± 2.16 | 0.60 ± 0.04 | 81.42 ± 4.00 | 81.86 ± 5.21 | 81.58 ± 5.00 | 0.63 ± 0.08 |
PseAAC | 98.51 ± 0.62 | 98.63 ± 0.85 | 98.42 ± 1.05 | 0.97 ± 0.01 | 81.13 ± 1.89 | 81.19 ± 2.24 | 81.14 ± 2.09 | 0.62 ± 0.04 | 81.40 ± 4.66 | 81.13 ± 5.48 | 82.19 ± 5.54 | 0.63 ± 0.09 |