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

BMC Bioinformatics

Table 5 Dst module with and without using the one-vs-one scheme on HT29 and A375

HT29	F1 score	Minority class recall		Minority class precision
With one-vs-one	0.4598	0.3872	0.4857	0.3301	0.3429
Without one-vs-one	0.4539	0.3202	0.4286	0.3076	0.3938

A375	F1 score	Minority class recall		Minority class precision
With one-vs-one	0.3947	0.3429	0.3500	0.4278	0.2086
Without one-vs-one	0.3747	0.2571	0.3000	0.3217	0.3357

ISSN: 1471-2105