Table 9 Performance comparison among various gene sets
Gene set | Training Acc (%) | Training Asurv (%) | Test Acc (%) |
|---|---|---|---|
32-gene (lung cancer related) | 65.38 | 34.47 | 50.00 (13/26) |
9-gene (SBS from the 32-gene set) | 73.07 | 55.70 | 80.76 (21/26) |
16-gene (EMT related, SVM ensemble) | 93.59 | 74.81 | 76.92 (20/26) |
11-gene (EMT and cancer related) | 87.18 | 53.37 | 69.23 (18/26) |
5-gene (EMT and lung cancer related) | 78.25 | 52.33 | 76.92 (20/26) |
1-gene (CCL16, maximum Acc) | 74.36 | 43.58 | 57.69 (15/26) |
1-gene (CDKN2AIP, maximum Asurv) | 61.54 | 46.00 | 76.92 (20/26) |