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. 2021 Mar 1;11:4250. doi: 10.1038/s41598-021-83503-7

Table 1.

Performance change of stacking models with different training dataset sizes.

Cohen's kappa Relative Cohen's kappa
Percent of total training data Number of
training data
FC HC HC & HTL FC HC HC & HTL
25.0% 185 0.546 0.556 0.642 0.851 0.866 1.000
37.5% 278 0.600 0.606 0.666 0.899 0.910 1.000
50.0% 370 0.655 0.679 0.731 0.897 0.929 1.000
62.5% 462 0.675 0.710 0.756 0.893 0.939 1.000
75.0% 554 0.707 0.744 0.788 0.897 0.945 1.000
87.5% 647 0.727 0.784 0.805 0.903 0.975 1.000
100.0% 739 0.727 0.796 0.809 0.899 0.984 1.000