Back to Auxiliary material page
Training Time in seconds -- (AMD/MP2600-2048 )            
ELR without cross-tuning ELR with 5-fold cross-tuning          
dataset NB+ELR TAN+ELR   NB+ELR TAN+ELR   SVM-light c 0.05 poly 2  
australian 593.23 1204.16 1345.39 2965.11 2460 CV5
breast 478.16 850.11 1067.95 1997.25 60 CV5
cleve 214.85 500.27 473.33 1028.93 60 CV5
corral 25.33 118.97 110.67 300.29 60 CV5
crx 701.17 1296.07 1591.67 3648.29 1020 CV5
diabetes 518.7 666.61 1107.73 2617.4 60 CV5
flare 919.35 1057.65 2090.83 5080.25 180 CV5
german 951.43 2151.93 3755.08 10346.66 60 CV5
glass2 109.62 49.18 229.08 435.69 60 CV5
heart 245.18 170.88 530.64 1055.6 60 CV5
hepatitis 138.79 95.4 308.16 587.67 60 CV5
pima 705.64 330.59 1361.73 3345.17 120 CV5
vote 776.67 468.1 1878.65 1976.25 60 CV5
chess 1932.27 2180.17 4784.38 5574.15 60 Train/Test
mofn-3-7-10 70.78 85.86   140.74 232.32   60     Train/Test
Average 969.61 5861.2   2968.08 28460.81   296