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Table 7 The experimental results compared with three related methods on test accuracy

From: Optimal instance subset selection from big data using genetic algorithm and open source framework

Data sets

MR-CNN

S-CNN

LCS-IS

GA-MR-IS

GA-S-IS

CovType

0.918

0.917

0.920

0.935

0.941

Poker

0.877

0.808

0.853

0.923

0.919

Shuttle

0.983

0.985

0.987

0.987

0.989

Skin

0.906

0.907

0.962

0.973

0.969