Table 8 Eight genes with high classification accuracy in the Breast Cancer dataset
From: Accurate molecular classification of cancer using simple rules
GenBank accession number | Classification results in LOOCV | Classification results in the test set | α | ||
|---|---|---|---|---|---|
| Â | # Correctly classified samples | Accuracy (%) | # Correctly classified samples | Accuracy (%) | Â |
NM_012261 | 57 (21/36) | 73.08 (61.76/81.82) | 16 (10/6) | 84.21 (83.33/85.71) | 0.70 |
AW237580 | 58 (18/40) | 74.36 (52.94/90.91) | 13 (8/5) | 68.42 (66.67/71.43) | 0.70 |
U45975 | 58 (22/36) | 74.36 (64.71/81.82) | 13 (9/4) | 68.42 (75.00/57.14) | 0.70 |
AI742029 | 55 (17/38) | 70.51 (50.00/86.36) | 13 (11/2) | 68.42 (91.67/28.57) | 0.70 |
NM_001689 | 57 (22/35) | 73.08 (64.71/79.55) | 15 (9/6) | 78.95 (75.00/85.71) | 0.70 |
TSPYL5 | 58 (24/34) | 74.36 (70.59/77.27) | 16 (10/6) | 84.21 (83.33/85.71) | 0.70 |
NM_000271 | 57 (20/37) | 73.08 (58.82/84.09) | 13 (9/4) | 68.42 (75.00/57.14) | 0.70 |
AL049689 | 55 (22/33) | 70.51 (64.71/75.00) | 13 (10/3) | 68.42 (83.33/42.86) | 0.70 |