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Benchmarks
Regression on Airline (test)
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-0.7015
NLL
SOT
-0.748408
-0.431779
-0.11515
0.201479
Oct 21, 2022
NLL
RMSE
MSE
Training Time (s)
Updated 4d ago
Evaluation Results
Method
Method
Links
NLL
RMSE
MSE
Training Time (s)
SOT
Search Algorithm=Symbo...
2022.10
-0.7015
-
-
-
Tree-GEP
Search Algorithm=Evolu...
2022.10
-0.5594
-
-
-
Greedy
Search Algorithm=Greed...
2022.10
-0.4042
-
-
-
Hellinger
Search Algorithm=BO wi...
2022.10
0.3368
-
-
-
RBF
Evaluation=point evalu...
2022.10
0.3978
0.3598
-
-
FKL
Evaluation=point evalu...
2022.10
0.4712
0.3614
-
-
Feature Learning (FL) model
N (sample size)=592941...
2025.12
-
-
0.804
15,159
Cross-Validated (CV) model
N (sample size)=592941...
2025.12
-
-
0.779
56,590
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