Table 1.
PLS-DA-based and DT-based predictive performances of the 8-item odor subset compared to the whole odor set (values are shown as estimate ± standard error)
PLS-DA based | DT based | |||
---|---|---|---|---|
8-item subset | 40-item set | 8-item subset | 40-item set | |
Sensitivity | 0.82 ± 0.05 | 0.79 ± 0.05 | 0.72 ± 0.05 | 0.65 ± 0.06 |
Specificity | 0.92 ± 0.04 | 0.85 ± 0.05 | 0.85 ± 0.05 | 0.80 ± 0.05 |
Positive likelihood ratio | 10.05 | 5.38 | 4.88 | 3.29 |
Negative likelihood ratio | 0.19 | 0.24 | 0.33 | 0.44 |
Negative predictive value | 0.82 ± 0.05 | 0.79 ± 0.05 | 0.73 ± 0.05 | 0.67 ± 0.05 |
Positive predictive value | 0.92 ± 0.04 | 0.86 ± 0.04 | 0.84 ± 0.05 | 0.79 ± 0.05 |
Accuracy | 0.868 | 0.822 | 0.783 | 0.721 |