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Pseudo-Huber Regression on Synthetic Data (Cauchy noise, alpha=0, n=500, d=500)
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0.177
Error
Global
-0.01158
1.261335
2.53425
3.807165
May 13, 2026
Error
F1 Score
F1 Score Std
False Positives (Count)
False Positives Std
False Negatives (Count)
False Negatives Std
Time (s)
Updated 20d ago
Evaluation Results
Method
Method
Links
Error
F1 Score
F1 Score Std
False Positives (Count)
False Positives Std
False Negatives (Count)
False Negatives Std
Time (s)
Global
Estimator=Oracle
2026.05
0.177
92
0.07
1.96
2.47
0
0
0.76
Trimean
Algorithm Option=I
2026.05
0.2216
97
0.04
0.66
0.96
0
0
0.21
Median
Algorithm Option=II
2026.05
0.2802
98
0.04
0.46
0.9
0
0
0.22
Avg-Debias
Estimator=Debiased Ave...
2026.05
0.4182
83
0.35
78.38
179.54
0.3
0.46
0.07
Local
Estimator=Master machi...
2026.05
4.8915
52
0.29
91.79
174.22
0.51
0.62
0.13
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