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Table 8 The experimental results compared with three related methods on compression ratio

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

1.05

1.08

2.23

5.07

4.77

Poker

6.53

6.47

6.64

8.77

7.53

Shuttle

1.05

1.06

1.43

1.83

1.47

Skin

1.00

1.03

3.88

5.77

5.60