Table 1 Comparison of SRF running times (50, 100 and 500) in the GB full dataset, the BC training and the OC training datasets
Cancer | Running Experiment | Maximum Accuracy Rate (Proportion of Increase) | No. of Genes |
|---|---|---|---|
GB | 50 | 95.4% (.) | 36 |
100 | 96.6% (+1.2%*) | 23 | |
500 | 98.9% (+3.5%**) | 29 | |
BC | 50 | 93.6% (.) | 48 |
100 | 93.6% (+0%*) | 50 | |
500 | 95.7% (+2.1%**) | 32 | |
OC | 50 | 92.7% (.) | 189 |
100 | 94.5% (+1.8%*) | 290 | |
500 | 94.5% (+1.8%**) | 188 |