Table 2.
Features | SVM | RF | LR | ||||
---|---|---|---|---|---|---|---|
Train | Test | Train | Test | Train | Test | ||
DHI | PCA | 19.50 | 15.50 | 17.63 | 18.50 | 19.88 | 18.00 |
LDA | 57.75 | 58.50 | 52.13 | 53.50 | 53.38 | 56.00 | |
E-nose | PCA | 56.25 | 59.50 | 71.62 | 70.50 | 62.00 | 65.00 |
LDA | 85.75 | 85.00 | 82.13 | 80.50 | 84.38 | 81.50 | |
Fusion | PCA | 41.50 | 45.00 | 53.38 | 51.50 | 39.75 | 34.50 |
LDA | 95.50 | 95.00 | 92.50 | 94.00 | 93.50 | 92.50 |