| Serotype Classification Results |
| ======================================== |
|
|
| Total samples evaluated: 52474 |
| Number of unique serotypes: 81 |
| Accuracy: 0.9744 |
| F1 Score (weighted): 0.9724 |
| F1 Score (macro): 0.8560 |
|
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| Classification Report: |
| precision recall f1-score support |
|
|
| 1 1.00 1.00 1.00 2305 |
| 10A 0.99 0.99 0.99 1351 |
| 10B 0.99 1.00 0.99 153 |
| 10F 1.00 1.00 1.00 61 |
| 11 0.00 0.00 0.00 22 |
| 11A 0.92 0.98 0.95 879 |
| 11B 0.93 0.86 0.89 49 |
| 11C 0.50 0.45 0.48 11 |
| 11D 1.00 0.33 0.50 6 |
| 11E 0.80 0.07 0.14 54 |
| 12A 0.75 0.38 0.50 8 |
| 12B 0.83 0.20 0.32 25 |
| 12F 0.99 0.99 0.99 2846 |
| 13 0.99 0.99 0.99 558 |
| 14 0.99 0.98 0.99 3393 |
| 15A 0.96 1.00 0.98 1299 |
| 15B 0.86 0.89 0.88 314 |
| 15C 0.88 0.71 0.79 176 |
| 15F 1.00 1.00 1.00 22 |
| 16F 1.00 0.98 0.99 1180 |
| 17A 1.00 1.00 1.00 7 |
| 17F 1.00 0.99 0.99 682 |
| 18A 0.97 0.99 0.98 104 |
| 18B 0.56 0.17 0.26 29 |
| 18C 0.94 0.98 0.96 598 |
| 18F 1.00 0.81 0.89 31 |
| 19A 0.99 0.96 0.97 3097 |
| 19B 0.98 0.92 0.95 97 |
| 19F 0.93 0.98 0.96 2658 |
| 2 1.00 0.98 0.99 94 |
| 20 0.80 0.31 0.44 39 |
| 20A 0.84 0.70 0.76 157 |
| 20B 0.84 0.97 0.90 340 |
| 21 0.97 0.98 0.97 432 |
| 22A 0.98 0.95 0.97 65 |
| 22F 0.99 0.99 0.99 2362 |
| 23A 0.97 0.96 0.97 608 |
| 23B 0.99 0.99 0.99 912 |
| 23F 0.98 0.97 0.98 1518 |
| 24A 0.89 0.89 0.89 37 |
| 24F 0.98 0.98 0.98 612 |
| 25A 0.00 0.00 0.00 8 |
| 25F 0.90 0.58 0.71 60 |
| 27 1.00 0.98 0.99 54 |
| 28A 0.84 0.94 0.89 67 |
| 28F 0.98 0.65 0.78 69 |
| 29 1.00 0.94 0.97 68 |
| 3 1.00 1.00 1.00 2175 |
| 31 0.98 0.99 0.99 351 |
| 33B 0.95 0.98 0.96 53 |
| 33C 1.00 1.00 1.00 5 |
| 33D 0.96 0.99 0.98 81 |
| 33F 1.00 0.99 1.00 948 |
| 34 0.99 0.98 0.98 630 |
| 35A 1.00 0.95 0.97 100 |
| 35B 0.95 0.98 0.97 941 |
| 35C 0.80 0.91 0.85 22 |
| 35D 1.00 0.11 0.20 46 |
| 35F 1.00 1.00 1.00 354 |
| 36 1.00 1.00 1.00 8 |
| 37 0.85 0.98 0.91 47 |
| 38 0.95 0.99 0.97 584 |
| 39 1.00 1.00 1.00 38 |
| 4 0.99 0.99 0.99 1105 |
| 40 0.96 1.00 0.98 24 |
| 45 0.90 0.90 0.90 29 |
| 46 0.75 0.82 0.79 85 |
| 48 1.00 0.93 0.96 27 |
| 5 1.00 1.00 1.00 1222 |
| 6A 0.95 0.92 0.93 1714 |
| 6B 0.91 0.96 0.93 1934 |
| 6C 0.98 0.97 0.97 687 |
| 6D 0.88 0.67 0.76 42 |
| 6E 1.00 0.05 0.09 64 |
| 7B 0.96 0.96 0.96 70 |
| 7C 0.99 0.97 0.98 665 |
| 7F 0.99 0.99 0.99 799 |
| 8 1.00 1.00 1.00 5429 |
| 9L 0.97 0.82 0.89 124 |
| 9N 0.99 1.00 0.99 1669 |
| 9V 0.93 0.99 0.96 885 |
|
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| accuracy 0.97 52474 |
| macro avg 0.92 0.84 0.86 52474 |
| weighted avg 0.97 0.97 0.97 52474 |
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| Per-Serotype Confidence Statistics: |
| serotype count mean_confidence std_confidence min_confidence max_confidence |
| 1 2307 0.998642 0.012350 0.567507 0.999850 |
| 10A 1360 0.979496 0.092232 0.164713 0.999457 |
| 10B 155 0.967547 0.074922 0.337077 0.997668 |
| 10F 61 0.980802 0.053491 0.617078 0.997763 |
| 11A 944 0.932953 0.083787 0.344658 0.994425 |
| 11B 45 0.891226 0.111028 0.532361 0.980388 |
| 11C 10 0.680125 0.107954 0.504874 0.852379 |
| 11D 2 0.472217 0.073520 0.398697 0.545736 |
| 11E 5 0.537775 0.024604 0.509784 0.568351 |
| 12A 4 0.560285 0.084167 0.437240 0.641422 |
| 12B 6 0.540912 0.076349 0.452585 0.678227 |
| 12F 2851 0.959601 0.052236 0.518387 0.998949 |
| 13 557 0.983977 0.068834 0.234488 0.999546 |
| 14 3353 0.994505 0.034081 0.313970 0.999753 |
| 15A 1341 0.960829 0.101102 0.331833 0.999433 |
| 15B 324 0.728863 0.126686 0.445420 0.925600 |
| 15C 142 0.744610 0.110901 0.466494 0.899970 |
| 15F 22 0.939561 0.078147 0.701544 0.983466 |
| 16F 1166 0.986656 0.056131 0.281862 0.999740 |
| 17A 7 0.974356 0.012684 0.943452 0.980471 |
| 17F 677 0.987668 0.051602 0.248879 0.999592 |
| 18A 106 0.960559 0.098419 0.400872 0.999287 |
| 18B 9 0.506300 0.137828 0.338764 0.723229 |
| 18C 625 0.923612 0.095037 0.207737 0.991329 |
| 18F 25 0.832622 0.229284 0.343352 0.991078 |
| 19A 2991 0.981231 0.068844 0.370603 0.999698 |
| 19B 91 0.940543 0.130811 0.332880 0.998795 |
| 19F 2803 0.952412 0.129477 0.274419 0.999657 |
| 2 92 0.983564 0.056505 0.568739 0.997188 |
| 20 15 0.541145 0.072290 0.273573 0.598710 |
| 20A 131 0.799850 0.130487 0.360803 0.977807 |
| 20B 392 0.892813 0.125369 0.314540 0.989095 |
| 21 435 0.952383 0.115189 0.287538 0.999215 |
| 22A 63 0.946235 0.100756 0.619118 0.997041 |
| 22F 2364 0.990222 0.050683 0.392004 0.999784 |
| 23A 599 0.972744 0.089742 0.464887 0.999145 |
| 23B 914 0.988209 0.057401 0.419576 0.999606 |
| 23F 1513 0.972459 0.100591 0.245219 0.999592 |
| 24A 37 0.886034 0.080750 0.658073 0.958750 |
| 24F 609 0.975880 0.097064 0.303470 0.996320 |
| 25F 39 0.689321 0.103011 0.436648 0.935264 |
| 27 53 0.988462 0.026624 0.830054 0.998737 |
| 28A 75 0.895558 0.107886 0.494509 0.979088 |
| 28F 46 0.863216 0.124579 0.424040 0.983221 |
| 29 64 0.952345 0.111112 0.292360 0.997919 |
| 3 2177 0.998974 0.015745 0.399862 0.999836 |
| 31 355 0.990739 0.049750 0.397961 0.999325 |
| 33B 55 0.917076 0.142543 0.502664 0.996780 |
| 33C 5 0.946920 0.009758 0.927425 0.952231 |
| 33D 83 0.974609 0.027940 0.868772 0.995730 |
| 33F 942 0.993195 0.020968 0.667151 0.999376 |
| 34 627 0.983812 0.062512 0.375376 0.999588 |
| 35A 95 0.985936 0.047079 0.690584 0.996969 |
| 35B 966 0.923554 0.067008 0.275884 0.989556 |
| 35C 25 0.858188 0.158211 0.526735 0.982917 |
| 35D 5 0.541260 0.050194 0.455271 0.592430 |
| 35F 354 0.989962 0.051032 0.411979 0.999512 |
| 36 8 0.985078 0.002780 0.977767 0.986720 |
| 37 54 0.788142 0.301236 0.164633 0.985231 |
| 38 613 0.923587 0.071823 0.498220 0.989411 |
| 39 38 0.970426 0.103847 0.458691 0.995518 |
| 4 1112 0.983035 0.048846 0.153931 0.999605 |
| 40 25 0.948724 0.084052 0.566644 0.972766 |
| 45 29 0.874926 0.181379 0.409431 0.992896 |
| 46 93 0.886584 0.109741 0.546191 0.992475 |
| 48 25 0.970076 0.028531 0.871782 0.992597 |
| 5 1222 0.991985 0.035856 0.546877 0.999660 |
| 6A 1663 0.912211 0.119088 0.310803 0.998224 |
| 6B 2053 0.910023 0.104008 0.236354 0.995165 |
| 6C 679 0.955692 0.104344 0.278791 0.998737 |
| 6D 32 0.819601 0.176034 0.497368 0.973779 |
| 6E 3 0.473486 0.121688 0.365215 0.643466 |
| 7B 70 0.951040 0.074557 0.429598 0.970179 |
| 7C 646 0.985801 0.061844 0.515137 0.999380 |
| 7F 800 0.982123 0.042804 0.447971 0.999369 |
| 8 5445 0.994333 0.052484 0.206291 0.999856 |
| 9L 105 0.876433 0.126993 0.467704 0.993617 |
| 9N 1690 0.994622 0.031966 0.436339 0.999501 |
| 9V 950 0.910601 0.153027 0.367078 0.998920 |
