Table 2.

Probability of success ( ${\mathrm{P}}_{\mathrm{s}}$ ) for GDC-0810 nanosuspension formulations, predicted by ${\mathrm{FASA}}_{\mathrm{p}}^{\mathrm{pred}}$ through the logistic regression in Equation (3). In the case of no excipient, the data are not used for fitting the LASSO, and all terms involving excipients are set to 0.0.

Excipient	Neutral ${\mathbf{P}}_{\mathbf{s}}$	Ionic ${\mathbf{P}}_{\mathbf{s}}$
SDS	0.438	1.000
SOS	0.761	1.000
SDC	0.336	1.000
PEG	0.141	1.000
PPG	0.064	1.000
Poloxamer	0.091	1.000
Tween 80	0.097	1.000
no excipient	0.004	1.000