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 numberAccuracy 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