Skip to main content
. 2022 Apr 27;19(7):2203–2216. doi: 10.1021/acs.molpharmaceut.2c00040

Table 3. Error Metrics of the Oral Parameter Prediction for the Six Different Simulations.

parameter error metric (1) direct scaling (n = 479) (2) dilution (n = 480) (3) Austin (n = 480) (4) back-calculated CL + in vitro physchem (n = 480) (5) ML physchem + back-calculated CL (n = 480) (6) ML (all properties) (n = 480)
AUCinf (ng̣ ·h/mL) % 2fe 38 31.9 23.3 59.4 63.5 27.9
% 3fe 56.8 50.4 40.8 80 81.9 45.4
AFE 0.589 2.62 4.13 0.79 0.905 2.9
AAFE 3.29 3.57 4.8 2.12 2.01 4.2
RMSLE 1.53 1.6 1.93 1.1 1.03 1.8
CCC(Log) 0.559 0.55 0.502 0.801 0.825 0.417
ρ 0.6 0.673 0.662 0.855 0.858 0.512
R2 0.075 0.254 0.229 0.384 0.497 0.475
R2(log) 0.367 0.473 0.477 0.654 0.682 0.322
Cmax (ng/mL) % 2fe 40.5 38.8 36.9 47.5 48.1 33.5
% 3fe 58 59 54.6 72.5 66.2 50.4
AFE 0.884 2.13 2.51 1.03 1.53 2.41
AAFE 2.97 3.12 3.34 2.46 2.53 3.69
RMSLE 1.36 1.45 1.54 1.16 1.21 1.65
CCC(Log) 0.563 0.549 0.532 0.713 0.715 0.453
ρ 0.561 0.618 0.622 0.755 0.758 0.531
R2 0.111 0.206 0.273 0.359 0.447 0.133
R2(log) 0.32 0.395 0.408 0.514 0.555 0.289
Foral % 2fe 66.3 68.6 68.6 64.5 68.1 65.9
% 3fe 84.9 85.4 85.2 83 84.7 82.7
AFE 0.83 1.22 1.26 0.808 0.928 1.46
AAFE 1.89 1.85 1.88 2.05 1.95 1.94
RMSLE 0.844 0.824 0.836 0.959 0.909 0.873
CCC(lin) 0.0607 0.0515 0.0491 0.0724 0.0743 0.0205
ρ 0.307 0.257 0.221 0.309 0.307 0.157
R2 0.0227 0.0161 0.0142 0.0241 0.0253 0.00425
R2(log) 0.0477 0.0218 0.018 0.0547 0.053 0.0016