Skip to main content

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
  1. For the sake of visualization, the best quantification errors are shown in italic