Feature | Categorical Breakdown | Removal (∆R²) | Coefficient | P-value |
Full Model | 572 | 0.2991 | ||
Intercept | 0.6994 | 0.0000 | ||
Complex Type | 0.1275 | |||
AB/AG | 66 (8) | -0.8401 | 0.0120 | |
Cyto/Cyto | 69 (4) | 0.4677 | 0.3738 | |
GTPase/other | 85 (7) | -0.4134 | 0.3153 | |
TCR/pMHC | 58 (9) | -1.0090 | 0.0071 | |
Pr/PI | 294 (30) | 0.0000 | 0.0000 | |
Charge | 0.0778 | |||
0 | 450 | 0.0000 | 0.0000 | |
0A | 69 | 1.0195 | 0.0041 | |
0R | 53 | -0.7424 | 0.0131 | |
Separation | 0.0522 | -0.0025 | 0.8074 | |
Interaction Side | 0.0464 | 0.5889 | 0.0055 | |
1 | 399 | |||
0 | 173 | |||
Sizenet | 0.0427 | 0.0022 | 0.1345 | |
SASAabs | 0.0327 | -0.0060 | 0.0002 | |
Secondary Structure | 0.0162 | 0.5837 | 0.0014 | |
1 | 315 | |||
0 | 257 | |||
Binding Model Interaction Terms | Binding Model Interaction Terms | Binding Model Interaction Terms | Binding Model Interaction Terms | Binding Model Interaction Terms |
Feature1:Feature2 | Coefficient | P-value | ||
Separation:Secondary Structure | -0.0331 | 0.0246 | ||
Sizenet:Interaction Side | -0.0052 | 0.0081 | ||
Separation:Charge | ||||
0A | -0.0882 | 0.0001 | ||
0R | 0.0454 | 0.0401 | ||
SASAabs:Complex Type | ||||
AB/AG | -0.0140 | 0.0207 | ||
Cyto/Cyto | 0.0072 | 0.2340 | ||
GTPase/other | 0.0072 | 0.0789 | ||
TCR/pMHC | 0.0062 | 0.1631 | ||
Sizenet:Complex Type | ||||
AB/AG | 0.0130 | 0.0000 | ||
Cyto/Cyto | 0.0023 | 0.4650 | ||
GTPase/other | 0.0008 | 0.7843 | ||
TCR/pMHC | 0.0060 | 0.0754 | ||
Interaction Side:Charge | ||||
0A | 0.7289 | 0.0089 | ||
0R | 0.1460 | 0.5625 | ||
Interaction Side: Complex Type | ||||
AB/AG | 0.1376 | 0.6577 | ||
Cyto/Cyto | -1.4297 | 0.0004 | ||
GTPase/other | -0.3189 | 0.3331 | ||
TCR/pMHC | 0.0062 | 0.9824 |