Research Article
Intelligent Turning Tool Monitoring with Neural Network Adaptive Learning
Table 9
Feature ranking of the classification ability.
| Sequence | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 |
| Feature No. | 7 | 28 | 30 | 3 | 18 | 9 | 26 | 14 | 19 | 2 | 10 | Weight | 0.33 | 0.26 | 0.24 | 0.22 | 0.21 | 0.19 | 0.18 | 0.17 | 0.16 | 0.16 | 0.15 |
| Sequence | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 |
| Feature No. | 29 | 25 | 5 | 4 | 12 | 1 | 31 | 15 | 17 | 6 | 13 | Weight | 0.13 | 0.11 | 0.10 | 0.10 | 0.10 | 0.09 | 0.09 | 0.08 | 0.06 | 0.06 | 0.05 |
| Sequence | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | | |
| Feature No. | 27 | 11 | 23 | 24 | 16 | 8 | 22 | 21 | 20 | | | Weight | 0.05 | 0.02 | 0.02 | 0.01 | 0.01 | 0.00 | 0.01 | 0.01 | -0.1 | | |
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