Table 4.
Qualitative validation parameters for the training and test sets for LDA model
Set | No. of compounds | Sensitivity | Specificity | Accuracy | Precision | F-measure | G-means | MCC | Cohen’s κ |
---|---|---|---|---|---|---|---|---|---|
Training | 33 | 0.824 | 0.875 | 0.848 | 0.875 | 0.848 | 0.849 | 0.699 | 0.697 |
Test | 11 | 0.60 | 1 | 0.818 | 1 | 0.750 | 0.775 | 0.671 | 0.621 |