Research Article
[Retracted] Diagnosis of Lumbar Spondylolisthesis Using a Pruned CNN Model
Table 6
Performance of sparse model after applying sparsity.
| Index | _sparsity | model_weight | loss_weight | acc_weight | loss_unit | acc_unit |
| 0 | 0.00 | 3955102 | 0.7973 | 0.9412 | 0.7973 | 0.9412 | 1 | 0.25 | 2666327 | 0.7675 | 0.9412 | 0.7751 | 0.9412 | 2 | 0.50 | 1577552 | 0.7367 | 0.9412 | 0.5957 | 0.9412 | 3 | 0.60 | 1198042 | 0.6987 | 0.9412 | 0.3913 | 0.9412 | 4 | 0.70 | 850532 | 0.5793 | 0.9412 | 0.3210 | 0.9412 | 5 | 0.80 | 535022 | 0.5641 | 0.8824 | 0.1988 | 0.9412 | 6 | 0.90 | 251512 | 0.4872 | 0.8824 | 0.3407 | 0.9412 | 7 | 0.95 | 121757 | 0.3813 | 0.8824 | 0.4970 | 0.7647 | 8 | 0.97 | 72095 | 0.3723 | 0.8235 | 0.6278 | 0.8235 | 9 | 0.99 | 23713 | 0.3452 | 0.8235 | 0.6467 | 0.7647 |
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