Table 1 Classification accuracy using Average Difference, randomly selected Δs, and Δh values
From: A strategy for oligonucleotide microarray probe reduction
| Â | Â | Â | Error rate | ||
|---|---|---|---|---|---|
Dataset | n | Classification problem | Δh (%) | Random Δs (%) | Average Difference (%) |
Leukemia (set A) | 35 | ALL vs AML | 3 | 2 ± 1 | 3 |
Leukemia (set B) | 23 | T-ALL vs B-ALL | 0 | 0 ± 1 | 0 |
Lymphoma | 58 | Cured vs fatal | 26 | 29 ± 5 | 24 |
Medulloblastoma | 60 | Cured vs fatal | 18 | 26 ± 4 | 24 |