Table 1.
BxPC-3 | NCI-H446 | SW1990 | NCI-H157 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
General | Drug-like | σ | General | Drug-like | σ | General | Drug-like | σ | General | Drug-like | σ | ||
PLS | R2 | 0.552 | 0.494 | −0.058 | 0.659 | 0.526 | −0.133 | 0.644 | 0.585 | −0.059 | 0.527 | 0.531 | 0.004 |
Q2 | 0.000 | 0.035 | 0.035 | 0.001 | 0.026 | 0.025 | 0.021 | 0.158 | 0.137 | 0.038 | 0.106 | 0.068 | |
r2 | 0.102 | 0.307 | 0.205 | 0.218 | 0.025 | −0.193 | 0.084 | 0.193 | 0.109 | 0.019 | 0.118 | 0.099 | |
SVR | R2 | 0.994 | 0.686 | 0.308 | 0.966 | 0.763 | −0.203 | 0.993 | 0.808 | −0.185 | 0.988 | 0.705 | −0.283 |
Q2 | 0.994 | 0.000 | −0.994 | 0.962 | 0.002 | −0.96 | 0.992 | 0.069 | −0.923 | 0.987 | 0.001 | −0.986 | |
r2 | 0.000 | 0.396 | 0.396 | 0.088 | 0.110 | 0.022 | 0.025 | 0.258 | 0.233 | 0.023 | 0.077 | 0.054 | |
Bayesian inference | At | 0.883 | 0.917 | 0.034 | 1.000 | 0.967 | −0.033 | 0.900 | 0.933 | 0.033 | 0.967 | 0.933 | −0.034 |
Av | 0.783 | 0.817 | 0.034 | 0.917 | 0.917 | 0 | 0.883 | 0.783 | −0.1 | 0.867 | 0.867 | 0 | |
Ap | 0.606 | 0.576 | −0.03 | 0.758 | 0.879 | 0.121 | 0.576 | 0.667 | 0.091 | 0.485 | 0.636 | 0.151 | |
SVM classification | At | 1.000 | 1.000 | 0 | 1.000 | 1.000 | 0 | 1.000 | 1.000 | 0 | 1.000 | 1.000 | 0 |
Av | 0.550 | 0.500 | −0.05 | 0.867 | 0.817 | −0.05 | 0.650 | 0.533 | −0.117 | 0.633 | 0.617 | −0.016 | |
Ap | 0.455 | 0.636 | 0.181 | 0.788 | 0.879 | 0.091 | 0.545 | 0.758 | 0.213 | 0.697 | 0.636 | −0.061 |