MAIP: a web service for predicting blood‐stage malaria inhibitors

Table 1 Statistics for the datasets used in this study

Dataset origin	Model name	Dataset size	Number of actives	Number of inactives	Ratio of active to inactive compounds
AZ	AZ	11,574	3272	8302	0.3941
GSK	GSK	2,006,390	13,535	1,992,855	0.0068
Evotec	MMV1	229,429	339	229,090	0.0015
Johns Hopkins	MMV2	2,524	247	2,277	0.1085
MRCT	MMV3	40,059	235	39,824	0.0059
MMV - St. Jude	MMV4	305,810	2,507	303,303	0.0083
MMV5	MMV5	446,465	4,980	441,485	0.0113
MMV6	MMV6	249,444	6,328	243,116	0.0260
MMV7	MMV7	12,732	848	11,884	0.0714
Novartis	Novartis	2,700,975	107,505	2,593,470	0.0415
St. Jude Vendor Library	StJudeVendor	541,403	2,026	539,377	0.0038
St. Jude Screening Set	Validation set	220,691	9,082	211,609	0.0429
MMV test set	Validation set	5,869	1198	4671	0.2565
PubChem	Validation set	91,796	384	91,412	0.0042

ISSN: 1758-2946