Research Article
Detecting Unauthorized Movement of Radioactive Material Packages in Transport with an Adam-Optimized BP Neural Network Model
Table 3
Experimental results obtained from BP and Adam-optimized BP algorithms.
| Epochs | BP | Adam-optimized BP | NM | ACC (%) | MacroF1 (%) | NM | ACC (%) | MacroF1 (%) |
| 50 | 93 | 96.93 | 97.07 | 72 | 97.63 | 97.69 | 100 | 91 | 97.03 | 97.16 | 69 | 97.73 | 97.79 | 200 | 77 | 97.46 | 97.54 | 65 | 97.89 | 97.95 | 400 | 75 | 97.53 | 97.60 | 64 | 97.96 | 98.01 |
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