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Table 3 Mean quantification error (NRAE) for each instance selection techniques using different quantifiers induced by SVM classifier

From: Combining instance selection and self-training to improve data stream quantification

  CC PCC ACC Mean
k-means 0.1059 0.0758 0.0853 0.0890
Farthest-first 0.1000 0.0907 0.1164 0.1023
Random 0.1060 0.0953 0.0967 0.0993
  1. For the sake of visualization, the best quantification errors are shown in italic