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. 2019 Apr 28;21(5):442. doi: 10.3390/e21050442

Table 4.

Model accuracy with standard deviation and execution time for each model, averaged across the four UCI datasets.

Method Accuracy (%) Time (s)
LUCCK 88.38 ± 5.55 0.6507
3-NN 82.89 ± 11.27 0.0166
5-NN 82.77 ± 12.29 0.0167
Adaboost 75.24 ± 18.18 0.6695
SVM 75.16 ± 27.15 0.0333
Random Forest (10) 83.21 ± 8.65 0.1070
Random Forest (100) 86.32 ± 6.84 0.9389
LDA 79.41 ± 14.49 0.0201