From: CRYSTALP2: sequence-based protein crystallization propensity prediction
Dataset | Method (# features) | Accuracy | MCC | AROC |
---|---|---|---|---|
TEST-RL | only pI and hydrophobicity (2 features) | 67.4 | 0.38 | 0.63 |
 | only composition and collocation (86 features) | 62.8 | 0.26 | 0.66 |
 | CRYSTALP2 (88 features) | 69.8 | 0.40 | 0.72 |
TEST | only pI and hydrophobicity (2 features) | 66.0 | 0.37 | 0.66 |
 | only composition and collocation (86 features) | 63.2 | 0.26 | 0.69 |
 | CRYSTALP2 (88 features) | 75.7 | 0.52 | 0.79 |
TEST-NEW | only pI and hydrophobicity (2 features) | 68.8 | 0.41 | 0.71 |
 | only composition and collocation (86 features) | 61.9 | 0.24 | 0.66 |
 | CRYSTALP2 (88 features) | 69.3 | 0.39 | 0.74 |