Table 1 Confusion matrix for the classification results
From: PlanktoVision - an automated analysis system for the identification of phytoplankton
PlanktoVision | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
det | ukw | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | % recognition | % false positive | |
det | 11061 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 99.99 | 0.00 |
ukw | 0 | 371 | 0 | 2 | 0 | 4 | 3 | 0 | 7 | 3 | 0 | 13 | 92.06 | 8.09 |
1 | 0 | 3 | 91 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 94.79 | 6.59 |
2 | 0 | 5 | 3 | 182 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 1 | 94.30 | 3.85 |
3 | 0 | 1 | 0 | 0 | 57 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 95.00 | 0.00 |
4 | 0 | 0 | 0 | 2 | 0 | 115 | 0 | 0 | 0 | 0 | 0 | 0 | 98.29 | 8.70 |
5 | 0 | 1 | 0 | 0 | 0 | 0 | 124 | 2 | 8 | 3 | 0 | 0 | 89.86 | 4.03 |
6 | 0 | 7 | 0 | 2 | 0 | 0 | 0 | 94 | 0 | 0 | 1 | 0 | 90.38 | 2.13 |
7 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 253 | 2 | 1 | 2 | 96.93 | 7.51 |
8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 59 | 3 | 0 | 95.16 | 13.56 |
9 | 0 | 1 | 0 | 0 | 0 | 5 | 0 | 0 | 0 | 0 | 127 | 0 | 95.49 | 4.72 |
10 | 0 | 10 | 2 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 240 | 94.49 | 6.25 |
Ø | 94.73 | 5.45 | ||||||||||||