Research Article
Deep Sparse Autoencoder for Feature Extraction and Diagnosis of Locomotive Adhesion Status
Table 3
Test accuracy of the four methods.
| Method | Type of adhesion state | N0 | N1 | F1 | F2 |
| BP | 83.33 | 57.14 | 77.78 | 95.45 |
| GA-BP | 84.23 | 55.49 | 88.62 | 97.66 |
| DNN | 96.2 | 100 | 100 | 99.3 |
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