Table 2 

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

3nearest 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:10.1186/17558794410 