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Table 3 The experimental comparison of the test accuracies of the classifiers trained on the four original artificial data sets and on the four selected subsets

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

Data sets

Test accuracy1

Test accuracy2

Circle

0.972

0.960

Square

0.986

0.973

Gaussian1

0.701

0.733

Gaussian2

0.733

0.793