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. 2020 Feb 20;10:3118. doi: 10.1038/s41598-020-60042-1

Table 3.

Sensitivity analysis on different choices of training/testing samples (Accuracy).

Method Sample division ratio between training set (%) and testing set (%)
90/10 80/20 70/30 60/40 50/50 Mean  ±  STD
C5.0 0.725 0.803 0.730 0.724 0.702 0.737 ±  0.039
ABC4.5 0.65 0.704 0.713 0.699 0.629 0.679  ±  0.037
ABCART 0.675 0.667 0.639 0.712 0.654 0.669  ±  0.027
ABID3 0.575 0.728 0.631 0.644 0.624 0.64  ±  0.0555