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| 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 | |||||