Table 1 Mean quantification error (NRAE) for each instance selection techniques using different quantifiers induced by RF classifier
From: Combining instance selection and self-training to improve data stream quantification
CC | PCC | ACC | Mean | |
|---|---|---|---|---|
k-means | 0.0758 | 0.0670 | 0.0846 | 0.0758 |
Farthest-first | 0.1053 | 0.0952 | 0.1102 | 0.1036 |
Random | 0.1011 | 0.0867 | 0.0966 | 0.0948 |