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