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Simple Regret Minimization on HPOBench XGB Step 30
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0
25th Percentile Simple Regret
FSAF
-0.001
-0.0005
0
0.0005
Jun 8, 2021
25th Percentile Simple Regret
50th Percentile Simple Regret
75th Percentile Simple Regret
90th Percentile Simple Regret
Updated 4d ago
Evaluation Results
Method
Method
Links
25th Percentile Simple Regret
50th Percentile Simple Regret
75th Percentile Simple Regret
90th Percentile Simple Regret
FSAF
2021.06
0
0.14
3.16
8.42
MetaBO
2021.06
0
1.38
3.15
6.62
MetaBO-T
2021.06
0
1.38
3.46
8.27
EI
2021.06
0
0.6
3.16
8.03
PI
2021.06
0
0.6
3.16
8.03
GP-UCB
2021.06
0
0.6
3.16
8.03
MES
2021.06
0
0.61
3.16
8.03
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