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Table 11 Average baseline DNN results (30 runs)

From: Medicare fraud detection using neural networks

Method

Hidden layers

Decision threshold

ROC AUC

TPR

TNR

G-Mean

Baseline-2

2

0.0002

0.8058

0.8280

0.6099

0.7088

Baseline-4

4

0.0003

0.8018

0.7488

0.7135

0.7301

  1. Italic font indicates the maximum ROC AUC score