Table 10 Summary of Medicare datasets
From: Big Data fraud detection using multiple medicare data sources
Part B | Part D | DMEPOS | Combined | |||||
|---|---|---|---|---|---|---|---|---|
Instances | Features | Instances | Features | Instances | Features | Instances | Features | |
After processing and fraud labeling | 3,692,555 | 35 | 2,099,733 | 34 | 863,427 | 41 | 759,740 | 102 |
After one-hot encoding | 3,692,555 | 126 | 2,099,733 | 126 | 863,427 | 145 | 759,740 | 173 |