From: Genomic data sampling and its effect on classification performance assessment
Train/test runs | Leukaemia | SRBCT | Splice-junctions |
---|---|---|---|
100 | 0.743 ± 0.0108 | 0.753 ± 0.0074 | 0.965 ± 0.0014 |
200 | 0.736 ± 0.0078 | 0.741 ± 0.0057 | 0.962 ± 0.0011 |
300 | 0.738 ± 0.0062 | 0.740 ± 0.0044 | 0.960 ± 0.0009 |
400 | 0.739 ± 0.0053 | 0.740 ± 0.0038 | 0.961 ± 0.0007 |
500 | 0.742 ± 0.0047 | 0.741 ± 0.0033 | 0.960 ± 0.0007 |
600 | 0.742 ± 0.0042 | 0.744 ± 0.0030 | 0.962 ± 0.0006 |
700 | 0.743 ± 0.0039 | 0.745 ± 0.0028 | 0.961 ± 0.0006 |
800 | 0.744 ± 0.0035 | 0.746 ± 0.0026 | 0.961 ± 0.0006 |
900 | 0.746 ± 0.0033 | 0.746 ± 0.0024 | 0.961 ± 0.0005 |
1000 | 0.746 ± 0.0032 | 0.746 ± 0.0023 | 0.961 ± 0.0005 |