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ResearchFormerly WizWand

Credit Card Fraud Detection on BankSim (Recall@0.5)

43.3Recall@0.5FN
7.10816.50425.935.296Aug 31, 2025
Updated 5mo ago

Evaluation results

MethodLinks
FNLabeled sample size (Nl)=259462025.0843.3
Semi-Supervised Bayesian GANs with Log-SignaturesLabeled sample size (Nl)=259462025.0843.1
FNLabeled sample size (Nl)=129732025.0842.8
Semi-Supervised Bayesian GANs with Log-SignaturesLabeled sample size (Nl)=129732025.0842.7
RFLabeled sample size (Nl)=259462025.0842.4
Semi-Supervised Bayesian GANs with Log-SignaturesLabeled sample size (Nl)=51902025.0841.6
RFLabeled sample size (Nl)=129732025.0841.6
FNLabeled sample size (Nl)=51902025.0841.2
SVMLabeled sample size (Nl)=259462025.0840.6
Semi-Supervised Bayesian GANs with Log-SignaturesLabeled sample size (Nl)=38932025.0840.5
SVMLabeled sample size (Nl)=129732025.0840.2
Semi-Supervised Bayesian GANs with Log-SignaturesLabeled sample size (Nl)=25952025.0839.9
RFLabeled sample size (Nl)=51902025.0839.8
FNLabeled sample size (Nl)=38932025.0839.7
RFLabeled sample size (Nl)=38932025.0838.5
FNLabeled sample size (Nl)=25952025.0837.7
RFLabeled sample size (Nl)=25952025.0837
SVMLabeled sample size (Nl)=51902025.0836.3
SVMLabeled sample size (Nl)=38932025.0832.1
L-SSLLabeled sample size (Nl)=259462025.0828.1
SVMLabeled sample size (Nl)=25952025.0826.9
LLabeled sample size (Nl)=259462025.0826.4
KNNLabeled sample size (Nl)=259462025.0824.8
L-SSLLabeled sample size (Nl)=129732025.0824.5
LLabeled sample size (Nl)=129732025.0822.2
L-SSLLabeled sample size (Nl)=51902025.0821.2
KNNLabeled sample size (Nl)=129732025.0820
L-SSLLabeled sample size (Nl)=38932025.0819.9
L-SSLLabeled sample size (Nl)=25952025.0817.8
LLabeled sample size (Nl)=51902025.0817.7
LLabeled sample size (Nl)=38932025.0816.6
LLabeled sample size (Nl)=25952025.0815
KNNLabeled sample size (Nl)=51902025.0813.8
KNNLabeled sample size (Nl)=38932025.0813.1
KNNLabeled sample size (Nl)=25952025.0812
NBLabeled sample size (Nl)=51902025.0810.2
NBLabeled sample size (Nl)=38932025.089.8
NBLabeled sample size (Nl)=129732025.089.8
NBLabeled sample size (Nl)=25952025.089.1
NBLabeled sample size (Nl)=259462025.088.5