Computational models for the prediction of adverse cardiovascular drug reactions

Table 1 Provides the types of features used to generate the models and the number of features obtained after RemoveUseless and mRMR selection approaches

Type of feature	Source	Initial number	RemoveUseless	mRMR	Total final features
Biological
Targets	DrugBank	1264	1207	50	150
Transporters	DrugBank	86	84	50
Enzymes	DrugBank	182	182	50
Chemical
Substructures	PubChem	881	629	50	50
Phenotypic
Other ADRs	SIDER	5497	5292	50	100
Therapeutic indications	SIDER	1840	1600	50	100

ISSN: 1479-5876