Improving the accuracy of prediction models for small datasets of Cytochrome P450 inhibition with deep learning

Table 4 Overall prediction for CYP2B6 and CYP2C8 using multitask learning with imputation

Model	2B6		2C8		Final potential inhibitor		Inhibitor
Model	inh	non-inh	inh	non-inh	2B6-inh	2C8-inh	2B6-2C8
MIPS	161	1621	527	1226
MIPM	–	–	411	1342	161	154	30
MIPFT	–	–	388	1365

ISSN: 1758-2946