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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