Research Article
Comparison of Texture Features Used for Classification of Life Stages of Malaria Parasite
Table 4
Calculations of total RBC, infected RBC, and the TP, TN, FP, and FN values considering all the seven features.
| | Image number | Total RBC count | Infected RBC count | | | Manual | Algorithm | Manual | Algorithm | TP | TN | FP | FN | Elapsed time |
| | Ts-1 | 28 | 29 | 4 | 5 | 4 | 24 | 1 | 0 | 33.94 | | Ts-2 | 11 | 10 | 1 | 1 | 1 | 10 | 0 | 0 | 21.96 | | Ts-3 | 30 | 33 | 3 | 3 | 3 | 27 | 0 | 0 | 34.19 | | Ts-4 | 14 | 15 | 1 | 1 | 1 | 14 | 0 | 0 | 23.97 | | Ts-5 | 10 | 10 | 4 | 4 | 4 | 6 | 0 | 0 | 21.57 | | Ts-6 | 10 | 10 | 3 | 3 | 3 | 7 | 0 | 0 | 20.82 | | Ts-7 | 11 | 11 | 3 | 4 | 3 | 8 | 1 | 0 | 21.00 | | Ts-8 | 7 | 7 | 1 | 1 | 1 | 6 | 0 | 0 | 17.15 | | Ts-9 | 12 | 11 | 3 | 3 | 3 | 8 | 0 | 0 | 20.72 | | Ts-10 | 12 | 12 | 1 | 2 | 1 | 11 | 1 | 0 | 21.36 | | Ts-11 | 22 | 25 | 3 | 4 | 3 | 23 | 1 | 0 | 30.84 | | Ts-12 | 22 | 25 | 3 | 5 | 2 | 23 | 1 | 1 | 30.69 | | Ts-13 | 8 | 10 | 5 | 5 | 5 | 5 | 0 | 0 | 19.69 | | Ts-14 | 15 | 16 | 3 | 3 | 3 | 13 | 0 | 0 | 23.95 | | Ts-15 | 36 | 37 | 1 | 1 | 1 | 36 | 0 | 0 | 31.83 | | Total | 248 | 261 | 39 | 45 | 38 | 221 | 5 | 1 | 24.91 |
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