Research Article
Weighted Domain Transfer Extreme Learning Machine and Its Online Version for Gas Sensor Drift Compensation in E-Nose Systems
Table 5
Classification accuracy on ODAELM.
| Batch number | Accuracy of ODAELM (%) | | | | | | | |
| | 67.5 | 79.6 | 83.3 | 87.5 | 94.4 | 93.0 | 96.4 | | 78.8 | 94.6 | 97.7 | 97.8 | 97.7 | 99.0 | 97.9 | | 100 | 100 | 100 | 100 | 100 | 100 | 100 | | 99.4 | 99.4 | 100 | 100 | 100 | 100 | 100 | | 54.2 | 72.0 | 75.3 | 79.1 | 78.6 | 81.9 | 84.9 | | 65.3 | 65.5 | 71.0 | 73.4 | 80.3 | 81.4 | 81.7 | | 67.6 | 93.8 | 95.2 | 96.2 | 96.5 | 96.9 | 97.2 | | 100 | 100 | 100 | 100 | 100 | 100 | 100 | | 40.1 | 40.2 | 46.2 | 48.0 | 53.2 | 52.6 | 51.8 |
| Ave. | 74.7 | 82.8 | 85.4 | 86.9 | 88.9 | 89.4 | 90.0 |
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