Research Article
Supervised Clustering Based on DPClusO: Prediction of Plant-Disease Relations Using Jamu Formulas of KNApSAcK Database
Table 6
The prediction result of plant-disease relations using matching score >0.6.
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Class of disease |
Corresponding efficacy | 0.7% dataset | 0.5% dataset | 0.3% dataset | Number of assigned plants | Correct prediction | True positive rate | Number of assigned plants | Correct prediction | True positive rate | Number of assigned plants | Correct prediction | True positive rate |
| D1 | E7 | 26 | 22 | 0.85 | 24 | 20 | 0.83 | 24 | 20 | 0.83 | D2 | E7 | 1 | 1 | 1.00 | 5 | 5 | 1.00 | 1 | 1 | 1.00 | D3 | E4 |
42 | 42 | 1.00 |
33 | 33 | 1.00 |
28 | 28 | 1.00 | E7 | 38 | 0.90 | 30 | 0.91 | 25 | 0.89 | D4 | E7 | 0 | 0 | — | 0 | 0 | — | 0 | 0 | — | D5 | E7 | 0 | 0 | — | 0 | 0 | — | 0 | 0 | — | D6 | E5 | 38 | 38 | 1.00 | 37 | 37 | 1.00 | 32 | 32 | 1.00 | D7 | E7 | 0 | 0 | — | 0 | 0 | — | 0 | 0 | — | D8 | E7 | 10 | 8 | 0.80 | 8 | 7 | 0.88 | 6 | 5 | 0.83 | D9 | E7 | 0 | 0 | — | 0 | 0 | — | 1 | 1 | 1.00 | D10 | E6 | 6 | 4 | 0.67 | 2 | 0 | — | 3 | 1 | 0.33 | D11 | E6 | 65 | 65 | 1.00 | 71 | 71 | 1.00 | 60 | 60 | 1.00 | D12 | E7 | 0 | 0 | — | 0 | 0 | — | 0 | 0 | — | D13 | E7 | 0 | 0 | — | 0 | 0 | — | 5 | 5 | 1.00 | D14 | E2 |
54 | 44 | 0.81 |
45 | 36 | 0.80 |
35 | 26 | 0.74 | E4 | 54 | 1.00 | 45 | 1.00 | 35 | 1.00 | D15 | E7 |
38 | 37 | 0.97 |
34 | 34 | 1.00 |
33 | 33 | 1.00 | E8 | 31 | 0.82 | 30 | 0.88 | 29 | 0.88 | D16 | E9 | 32 | 31 | 0.97 | 32 | 32 | 1.00 | 27 | 27 | 1.00 | D17 | E1 | 13 | 13 | 1.00 | 9 | 9 | 1.00 | 8 | 8 | 1.00 | D18 | E3 | 0 | 0 | — | 5 | 5 | 1.00 | 4 | 4 | 1.00 |
| Total assigned plants | 135 | 129 | 117 |
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