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. 2021 May 18;106(2):1453–1475. doi: 10.1007/s11071-021-06504-1

Table 9.

Significant test results of paired t-test (α=0.05) for Dataset 2

Model A Model B t-test p-value
NSGA-II+AdaBoost SFS+MLP 17.5025 1.47E-08
SFS+SVM 9.4181 2.94E-06
SFS+LR 8.6483 5.91E-06
SFS+DT 27.6612 2.56E-10
SFS+GB 13.5235 1.38E-07
SFS+RF 14.2987 8.54E-08
SFS+XGBoost 9.7485 2.21E-06
SFS+AdaBoost 16.324 2.70E-08
SFFS+MLP 10.5152 1.18E-06
SFFS+SVM 7.0754 2.91E-05
SFFS+LR 6.3859 6.37E-05
SFFS+DT 16.3742 2.63E-08
SFFS+GB 13.6838 1.25E-07
SFFS+RF 21.7618 2.15E+09
SFFS+XGBoost 5.3533 2.00E-04
SFFS+AdaBoost 4.3751 8.00E-04
SBS+MLP 24.8923 6.53E-10
SBS+SVM 14.0697 9.82E-08
SBS+LR 4.6437 6.00E-04
SBS+DT 31.4675 8.11E-11
SBS+GB 15.2167 4.98E-08
SBS+RF 13.8253 1.14E-07
SBS+XGBoost 5.6214 1.00E-04
SBS+AdaBoost 32.9086 5.44E-11
NSGA-II+MLP 19.0164 7.08E-09
NSGA-II+SVM 8.8527 4.88E-08
NSGA-II+LR 8.7921 5.17E-06
NSGA-II+DT 17.191 1.72E-08
NSGA-II+GB 5.2141 2.00E-04
NSGA-II+RF 18.3929 9.49E-09
NSGA-II+XGBoost 16.1819 2.91E-08