AGNES-SMOTE: An Oversampling Algorithm Based on Hierarchical Clustering and Improved SMOTE

Table 3

F-measure values with different f values.

F	Ecoli	Libra	Yeast1	Optical_digits	Liver
0.3	0.6444	0.5882	0.5813	0.9581	0.6082
0.6	0.6444	0.6250	0.5886	0.9641	0.6147
1.0	0.6517	0.6531	0.5935	0.9661	0.6044
1.5	0.6534	0.6517	0.5892	0.9645	0.6044
2.0	0.6547	0.6517	0.5892	0.9645	0.6044
2.5	0.6547	0.6403	0.5892	0.9627	0.6044
3.0	0.6547	0.6403	0.5892	0.9627	0.6044
8.0	0.6547	0.6403	0.5892	0.9627	0.6044