Table 4 S pice performance on two-class microarray data sets
From: Spice: discovery of phenotype-determining component interplays
Metric | Leukemia | Colon | B-cell lymphoma | Prostate |
|---|---|---|---|---|
Accuracy | 0.99 | 0.87 | 0.95 | 0.93 |
Variance | 0.001 | 0.001 | 0.000 | 0.000 |
Sensitivity | 0.98 | 0.90 | 1 | 0.9 |
Specificity | 1 | 0.82 | 0.85 | 0.96 |
Precision | 1 | 0.90 | 0.92 | 0.95 |
F 1-measure | 0.99 | 0.90 | 0.96 | 0.93 |
Features | 2.23 | 2.61 | 2.52 | 3.33 |