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. 2022 Nov 4;8(11):e11382. doi: 10.1016/j.heliyon.2022.e11382

Table 4.

Decision tree mean accuracy (depth = 5).

Category 60:40 70:30 80:20 90:10
Random
Gini 81.97 80.80 82.76 83.91
Std. Dev 5.408 4.826 7.267 6.712
Entropy 82.81 80.70 83.34 83.30
Std. Dev 3.836 4.951 5.360 8.596
Best
Gini 84.00 83.00 93.00 88.00
Std. Dev 0.000 0.000 0.000 0.000
Entropy 83.44 86.56 89.00 88.00
Std. Dev 0.499 0.499 0.000 0.000