Table 2 Confusion matrix and performance metrics in setup I (class scheme).
| Â | Predicted Labels | Total | S E (%) | P P (%) | F S (%) | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Â | N | L | R | A | V | P | a | ! | F | x | j | f | E | J | e | Q | |||||
Ground Truth | N | 61910 | 130 | 0 | 1193 | 311 | 0 | 61 | 23 | 57 | 0 | 33 | 27 | 0 | 0 | 11 | 8 | 63764 | 97.09 | 99.11 | 98.09 |
L | 122 | 5051 | 0 | 0 | 74 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5247 | 96.26 | 94.02 | 95.13 | |
R | 157 | 0 | 4461 | 71 | 19 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 | 0 | 0 | 4716 | 94.59 | 100 | 97.22 | |
A | 32 | 23 | 0 | 1487 | 14 | 0 | 0 | 4 | 95 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1655 | 89.85 | 53.78 | 67.28 | |
V | 86 | 15 | 0 | 0 | 4369 | 0 | 0 | 79 | 71 | 0 | 0 | 14 | 0 | 0 | 0 | 0 | 4634 | 94.28 | 90.59 | 92.4 | |
P | 23 | 109 | 0 | 0 | 0 | 4357 | 0 | 0 | 0 | 0 | 0 | 77 | 0 | 0 | 0 | 0 | 4566 | 95.42 | 99.89 | 97.6 | |
a | 13 | 0 | 0 | 7 | 3 | 0 | 52 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 75 | 69.33 | 46.02 | 55.32 | |
! | 14 | 32 | 0 | 0 | 19 | 0 | 0 | 171 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 236 | 72.46 | 60.64 | 66.02 | |
F | 41 | 0 | 0 | 0 | 11 | 0 | 0 | 0 | 349 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 401 | 87.03 | 61.01 | 71.74 | |
x | 11 | 0 | 0 | 3 | 0 | 0 | 0 | 5 | 0 | 77 | 0 | 0 | 0 | 0 | 0 | 0 | 96 | 80.2 | 100 | 88.34 | |
j | 14 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 96 | 0 | 0 | 4 | 0 | 0 | 114 | 84.21 | 74.42 | 79.01 | |
f | 23 | 11 | 0 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 0 | 453 | 0 | 0 | 0 | 0 | 491 | 92.26 | 78.92 | 85.07 | |
E | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 45 | 0 | 0 | 0 | 53 | 84.91 | 100 | 91.84 | |
J | 3 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 32 | 0 | 0 | 41 | 78.05 | 72.73 | 75.29 | |
e | 4 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 8 | 25 | 15.38 | 19.05 | |
Q | 6 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 6 | 16 | 37.5 | 42.86 | 37.5 | |
| Â | Total | 62467 | 5372 | 4461 | 2765 | 4823 | 4362 | 113 | 282 | 572 | 77 | 129 | 574 | 45 | 44 | 13 | 14 | 86113 | 96.29 | 96.29 | 76.06 |