Table 7.
The drug and the metabolites data tested with Set 1, Set 2, Set 3 with random forest
| Datasets | True Positives | False Negatives | True Negative | False Positives |
|---|---|---|---|---|
| Set1 (Drug Data) |
16.7 |
83.3 |
84.6 |
15.4 |
| Set1(Metabolites) |
17.2 |
82.8 |
84 |
16 |
| Set1(Cost sensitive classification of Drug data) |
13.6 |
86.4 |
90.2 |
9.8 |
| Set2 (Drug Data) |
19.7 |
80.3 |
84.4 |
15.6 |
| Set2 (Metabolites) |
16.6 |
83.4 |
85.3 |
14.7 |
| Set2 (Cost sensitive classification of Drug data) |
12.3 |
87.7 |
91 |
9 |
| Set3(Drug Data) |
21.2 |
78.8 |
85.3 |
14.7 |
| Set3 (Metabolites) |
15.6 |
84.4 |
85.8 |
14.2 |
| Set3 (Cost sensitive classification of Drug data) | 12.1 | 87.9 | 90.8 | 9.2 |