Table 3.
Formaldehyde (ppm) | Ethanol (ppm) | Acetone (ppm) | Touene (ppm) | BP | ELM | SVM |
---|---|---|---|---|---|---|
100 | 0 | 0 | 0 | W | W | C |
0 | 150 | 0 | 0 | W | C | C |
0 | 0 | 200 | 0 | C | C | C |
0 | 0 | 0 | 10 | C | C | C |
10 | 50 | 0 | 0 | C | C | C |
10 | 0 | 200 | 0 | C | C | C |
10 | 0 | 0 | 50 | C | C | C |
50 | 100 | 0 | 0 | C | C | C |
50 | 0 | 10 | 0 | C | C | C |
50 | 0 | 0 | 150 | C | C | C |
100 | 150 | 0 | 0 | C | C | C |
100 | 0 | 50 | 0 | W | C | C |
100 | 0 | 0 | 200 | C | C | C |
10 | 50 | 50 | 50 | C | C | C |
50 | 100 | 50 | 50 | C | C | C |
50 | 50 | 10 | 50 | C | C | C |
100 | 50 | 50 | 50 | C | C | C |
Accuracy (%) | 82 | 94 | 100 | |||
Train Time (s) | 17.80 | 0.04 | 0.95 |