Table 3.
Accuracy of banknote system.
| Nation | Dataset | Number of Banknotes (Counterfeit) | Number of Well-Classified (Counterfeit) | Accuracy (%) | ||
|---|---|---|---|---|---|---|
| Sequential Method | Joint GoogleNet | Proposed Method | ||||
| EUR | Train and validation | 22,876 (3530) | 22,876 (3530) | 22,876/22,876 (100) | 22,876/22,876 (100) | 22,876/22,876 (100) |
| Test | 1079 (54) | 1079 (54) | 1079/1079 (100) | 1079/1079 (100) | 1079/1079 (100) | |
| USD | Train and validation | 43,079 (7627) | 43,079 (7627) | 43,079/43,079 (100) | 43,079/43,079 (100) | 43,079/43,079 (100) |
| Test | 1976 (107) | 1976 (107) | 1976/1976 (100) | 1976/1976 (100) | 1976/1976 (100) | |