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Benchmarks
Logistic Regression on Covetype (test)
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1.012
Loss Ratio
QR+
1.00712
1.04006
1.073
1.10594
Jun 30, 2021
Loss Ratio
Speed-up
Updated 1mo ago
Evaluation Results
Method
Method
Links
Loss Ratio
Speed-up
QR+
Coreset size=8 x 10^3
2021.06
1.012
17.9
QR+
Coreset size=4 x 10^3
2021.06
1.025
23.4
GSP+
Coreset size=8 x 10^3
2021.06
1.031
19.19
GSP+
Coreset size=4 x 10^3
2021.06
1.046
26.9
UNIFORM+
Coreset size=8 x 10^3
2021.06
1.05
29.1
UNIFORM+
Coreset size=4 x 10^3
2021.06
1.134
45.8
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