Table 1.
Misclassification results for two kinds of cross-validation (2:1 CV and LOOCV) in leukemia data
Type of classification | No. of selected genes | 2:1 CV (24 samples) | LOOCV (72 samples) |
---|---|---|---|
Type A | 50 | 1/24 | 1/72 |
100 | 1/24 | 1/72 | |
200 | 3/24 | 2/72 | |
Type B | 50 | 1/24 | 1/72 |
100 | 1/24 | 1/72 | |
200 | 1/24 | 1/72 | |
Type C | 50 | 3/24 | 1/72 |
100 | 2/24 | 2/72 | |
200 | 2/24 | 1/72 |
For the type A using 50 selected genes, 2:1 CV (LOOCV) gives 1 (1) misclassified samples out of 24 (72) samples.