Table 2.
Model Statistics | Anti-Tbr, PC = 3 | L6 Cytotoxic, PC = 2 |
---|---|---|
R2 ± SDEC | 0.995 ± 0.056 | 0.940 ± 0.111 |
Q2 ± SDEP | 0.83 ± 0.33 | 0.64 ± 0.28 |
P2 ± SDEP | 0.79 ± 0.51 | 0.59 ± 0.42 |
F-ratio | 482.639 (4.066) | 70.452 (4.256) |
Equation of regression trendline | y = 0.621x + 2.206 | y = 0.674x + 1.420 |
R2 = non-cross validated coefficient of determination; Q2 = coefficient of determination for leave-one-out internal cross-validation; P2 = coefficient of determination for test set predictions; F = Fisher value (critical F-values for the 95% probability level are reported in parentheses); SDEC = standard deviation error in calculation; SDEP = standard deviation error in prediction; PC = number of latent variables (partial least squares (PLS) components); x = actual pIC50; y = predicted pIC50.