Table A1.
The result of prediction outcome with decrease of sample size
Sample size | 36 | 35 | 34 | 33 | 32 | 31 | 30 | 29 | 28 | 27 | 26 | 25 | 24 | 23 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Train set, % | 91.7 | 94.3 | 88.2 | 90.9 | 90.6 | 90.3 | 93.3 | 86.2 | 85.7 | 100 | 88.5 | 100 | 100 | 82.6 |
Test set, % | 90 | 90 | 80 | 80 | 90 | 70 | 70 | 60 | 60 | 70 | 60 | 70 | 80 | 70 |
Cross‐validation, % | 72.2 | 71.4 | 67.7 | 69.7 | 75 | 64.5 | 70 | 65.5 | 71.4 | 70.4 | 76.9 | 64 | 62.5 | 60.9 |
Sample size | 22 | 21 | 20 | 19 | 18 | 17 | 16 | 15 | 14 | 13 | 12 | 11 | 10 | … |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Train set, % | 86.4 | 85.7 | 80 | 79.0 | 88.9 | 100 | 93.8 | 100 | 92.9 | 92.3 | 91.7 | 90.9 | 100 | |
Test set, % | 80 | 70 | 70 | 70 | 60 | 70 | 70 | 60 | 70 | 60 | 60 | 60 | 50 | |
Cross‐validation, % | 68.2 | 61.9 | 65 | 73.7 | 72.2 | 76.5 | 62.5 | 62.5 | 57.1 | 69.2 | 66.7 | 63.6 | 60 |