Table 2

Leave-one-out comparisons of the local minimax learning with 3-nearest neighbor predictor and the kernel predictors (sigma = 0.5 and 0.7, p = 0.35).

3-nearest neighbor predictor

Kernel predictor with sigma = 0.5, e = 0

Kernel predictor with sigma = 0.7, e = 0


Data Set

CP (%)

Error in CP. (%)

Total Error (%)

CP (%)

Error in CP (%)

Total Error (%)

CP (%)

Error in CP (%)

Total Error (%)


Leukemia

71

3

3

36

3

43

3

(98.6%)

(4.23%)

(4.17%)

(50.0%)

0 (0%)

(4.17%)

(59.7%)

0 (0%)

(4.17%)


Prostate

54

11

21

32

4

21

34

4

22

(61.4%)

(20.4%)

(23.9%)

(36.4%)

(12.5%)

(23.9%)

(38.6%)

(11.8%)

(25%)


GCM

204

15

38

154

6

39

160

6

42

(72.9%)

(7.35%)

(13.6%)

(55.0%)

(3.9%)

(13.9%)

(57.1%)

(3.75%)

(15%)


Jones et al. BMC Medical Genomics 2011 4:10   doi:10.1186/1755-8794-4-10

Open Data