HSDP: A Hybrid Sampling Method for Imbalanced Big Data Based on Data Partition

Table 7

G-mean for different k value.

	k = 3	k = 5	k = 7	k = 9	k = 11
Pima	0.6015	0.6832	0.6371	0.6483	0.6144
Glass5	0.6986	0.7902	0.8209	0.8394	0.6857
Yeast3	0.8351	0.8587	0.8876	0.8129	0.7576