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Fraud Detection on Credit Card Fraud dataset

0.991F1 Score

HolisticPU

Updated 4d ago

Evaluation Results

Method	Links
HolisticPU 2023.10		0.991	0.99	0.991	0.993	0.997
P3MIX-B 2023.10		0.919	0.877	0.99	0.965	0.975
VPU 2023.10		0.917	0.849	0.986	0.997	0.969
PAN 2023.10		0.915	0.854	0.991	0.985	0.966
P3MIX-C 2023.10		0.902	0.865	0.988	0.941	0.973
nnPU 2023.10		0.899	0.834	0.984	0.974	0.942
uPU 2023.10		0.895	0.834	0.97	0.965	0.934
nnPU+mixup 2023.10		0.89	0.829	0.981	0.96	0.938
Self-PU 2023.10		0.89	0.858	0.992	0.924	0.956
PULNS 2023.10		0.89	0.832	0.99	0.956	0.945
Dist-PU 2023.10		0.879	0.802	0.988	0.972	0.965
MIXPUL 2023.10		0.829	0.866	0.984	0.792	0.913