Research Article
A Novel Computer Vision Model for Medicinal Plant Identification Using Log-Gabor Filters and Deep Learning Algorithms
Table 11
Metrics for mendeley dataset.
| | Plant leaf | ACC | F1 | TPR | FPR | PPV |
| | 1 | 1 | 1 | 1 | 0 | 1 | | 2 | 1 | 1 | 1 | 0 | 1 | | 3 | 1 | 1 | 1 | 0 | 1 | | 4 | 1 | 1 | 1 | 0 | 1 | | 5 | 0.99455 | 0.96154 | 1 | 0.00585 | 0.92593 | | 6 | 1 | 1 | 1 | 0 | 1 | | 7 | 1 | 1 | 1 | 0 | 1 | | 8 | 1 | 1 | 1 | 0 | 1 | | 9 | 0.99455 | 0.9 | 0.81818 | 0 | 1 | | 10 | 1 | 1 | 1 | 0 | 1 | | 11 | 1 | 1 | 1 | 0 | 1 | | 12 | 1 | 1 | 1 | 0 | 1 | | 13 | 1 | 1 | 1 | 0 | 1 | | 14 | 1 | 1 | 1 | 0 | 1 | | 15 | 0.99183 | 0.91429 | 0.88889 | 0.00287 | 0.94118 | | 16 | 1 | 1 | 1 | 0 | 1 | | 17 | 0.99728 | 0.96296 | 1 | 0.00282 | 0.92857 | | 18 | 1 | 1 | 1 | 0 | 1 | | 19 | 1 | 1 | 1 | 0 | 1 | | 20 | 1 | 1 | 1 | 0 | 1 | | 21 | 1 | 1 | 1 | 0 | 1 | | 22 | 1 | 1 | 1 | 0 | 1 | | 23 | 1 | 1 | 1 | 0 | 1 | | 24 | 1 | 1 | 1 | 0 | 1 | | 25 | 1 | 1 | 1 | 0 | 1 | | 26 | 1 | 1 | 1 | 0 | 1 | | 27 | 1 | 1 | 1 | 0 | 1 | | 28 | 1 | 1 | 1 | 0 | 1 | | 29 | 1 | 1 | 1 | 0 | 1 | | 30 | 0.99455 | 0.8 | 0.8 | 0.00276 | 0.8 |
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