Research Article
Data Preprocessing Method and Fault Diagnosis Based on Evaluation Function of Information Contribution Degree
Table 3
Accuracy of fault diagnosis for different weights.
| Original Data T | Accuracy of fault diagnosis (%) | Unweighted | Original weight | Updated weight | | SPE | | SPE | | SPE |
| 0.99T | 98 | 50 | 4 | 42 | 98 | 66 |
| 1.00T | 100 | 78 | 100 | 100 | 100 | 84 |
| 1.02T | 98 | 50 | 4 | 42 | 98 | 68 |
| 1.05T | 98 | 50 | 4 | 42 | 98 | 68 |
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