EDST: a decision stump based ensemble algorithm for synergistic drug combination prediction

BMC Bioinformatics

Table 6 EDST algorithm with and without using the stump exchange module on HT29 and A375

HT29	F1 score	Minority class recall		Minority class precision
With stump exchange	0.4603	0.5148	0.6286	0.3223	0.3824
Without stump exchange	0.4470	0.4926	0.6214	0.2917	0.3694

A375	F1 score	Minority class recall		Minority class precision
With stump exchange	0.4680	0.5143	0.3900	0.4593	0.3319
Without stump exchange	0.4470	0.4286	0.3900	0.3979	0.3652

ISSN: 1471-2105