Table 2.
Set | Set Size | In Bitter Domain | Pos | Neg | TP | FP | TN | FN | Sensitivity | Specificity |
---|---|---|---|---|---|---|---|---|---|---|
Bitter New | 29 | 23 | 23 | 17 | 6 | 0.74 | ||||
UNIMI set | 56 | 56 | 23 | 33 | 18 | 5 | 28 | 5 | 0.78 | 0.85 |
Phyto. Dictionary | 93 | 75 | 49 | 26 | 48 | 8 | 18 | 1 | 0.98 | 0.69 |
Pos- number of positive molecules in the set. Neg- number of negative molecules in the set. TP- number of positive (bitter) molecules correctly classified. FP- number of negative (non-bitter) molecules incorrectly classified. TN- number of negative (non-bitter) molecules correctly classified. FN- number of positive molecules (bitter) incorrectly classified. Sensitivity TP/(TP + FN). Specificity TN/(TN + FP).