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Benchmarks
Stationary Linear Regression on CCPP 1.0 (test)
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92.855
R2 Score
Batch Regression (Pseudo-Inverse)
65.13068
72.32834
79.526
86.72366
Dec 14, 2025
R2 Score
Latency (s)
Updated 4d ago
Evaluation Results
Method
Method
Links
R2 Score
Latency (s)
Batch Regression (Pseudo-Inverse)
method=Pseudo-Inverse
2025.12
92.855
0.0081
OLR
eta=0.01, epochs=N * 5...
2025.12
92.611
0.5802
ORR
eta=0.01, epochs=N * 5...
2025.12
92.55
0.3927
OLR-WA
alpha=0.5, BK=N * 0.1,...
2025.12
92.202
0.0515
MBGD
eta=0.01, K=M * 5, epo...
2025.12
91.989
0.2918
SGD
eta=0.01, epochs=N * 5
2025.12
91.838
0.2291
LMS
eta=0.01
2025.12
89.785
0.0468
PA
C=0.1, epsilon=0.1
2025.12
66.327
0.0473
RLS
lambda=0.99, delta=0.01
2025.12
66.197
0.0774
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