Research Article

Weighted Domain Transfer Extreme Learning Machine and Its Online Version for Gas Sensor Drift Compensation in E-Nose Systems

Table 4

Average classification accuracy.

ā€‰Average accuracy (%)
ā€‰

ELM-rbf 44.8 41.5 42.9 46.0 47.1 50.8 51.0
SVM-rbf 69.7 72.0 73.5 74.4 76.5 77.9 79.0
DAELM 62.7 72.9 79.6 84.4 86.0 89.1 88.9
WDTELM 76.1 80.6 86.9 88.2 88.6 89.2 91.5