Table 3.
Statistics for LDA prediction set.
| Target Species | n | Fraction predicted* |
Fraction correct |
Training set sensitivity |
|---|---|---|---|---|
| Fungi | 49 | 0.73 | 0.56 | 0.50 |
| Insect | 99 | 0.88 | 0.91 | 0.84 |
| Plant | 107 | 0.90 | 0.95 | 0.86 |
| Rodent | 2 | 1.00 | 1.00 | 0.93 |
|
| ||||
| Overall | 257 | 0.86 | 0.87 | |
|
| ||||
| MOA | n | Fraction predicted* | Fraction correct | Training set sensitivity |
|
| ||||
| Anticoagulation | 2 | 1.00 | 1.00 | 0.93 |
| Biosynthesis inhibition | 77 | 0.75 | 0.86 | 0.64 |
| Growth regulation | 35 | 0.71 | 0.72 | 0.65 |
| Neurotoxicity | 93 | 0.86 | 0.96 | 0.88 |
| Photosynthesis modulation | 26 | 0.65 | 0.94 | 0.52 |
| Reactivity | 7 | 0.57 | 0.25 | 0.57 |
| Respiration modulation | 17 | 0.47 | 0.38 | 0.38 |
|
| ||||
| Overall | 257 | 0.75 | 0.86 | |
|
| ||||
| Target species - MOA | n | Fraction predicted* | Fraction correct | Training set sensitivity |
|
| ||||
| Fungi-Biosynthesis inhibition | 31 | 0.71 | 0.59 | 0.42 |
| Fungi-Reactivity | 7 | 0.43 | 0.33 | 0.57 |
| Fungi-Respiration modulation | 11 | 0.45 | 0.40 | 0.21 |
| Insect-Neurotoxicity | 93 | 0.85 | 0.98 | 0.88 |
| Insect-Respiration modulation | 6 | 0.17 | 0.00 | 0.16 |
| Plant-Biosynthesis inhibition | 46 | 0.67 | 0.90 | 0.56 |
| Plant-Growth Regulation | 35 | 0.60 | 0.86 | 0.65 |
| Plant-Photosynthesis modulation | 26 | 0.62 | 1.00 | 0.52 |
| Rodent-Anticoagulation | 2 | 1.00 | 1.00 | 0.93 |
|
| ||||
| Overall | 257 | 0.70 | 0.87 | |
*
A minimum score of 0.5 was required to make a prediction.