Table 5 Confusion matrix of DL model on the validation dataset for prediction of a clades and b continents
Prediction/Ref | Clade_G (%) | Clade_GH (%) | Clade_GK (%) | Clade_GR (%) | Clade_GRA (%) | Clade_GRY (%) | Clade_GV (%) |
|---|---|---|---|---|---|---|---|
(a) | |||||||
Clade_G | 71.34 | 7.28 | 0.12 | 6.67 | 0.45 | 0.36 | 3.78 |
Clade_GH | 3.42 | 80.92 | 0.22 | 3.82 | 1.40 | 0.03 | 2.72 |
Clade_GK | 0.44 | 1.70 | 99.18 | 0.63 | 1.54 | 0.00 | 0.76 |
Clade_GR | 5.82 | 4.49 | 0.25 | 72.70 | 2.82 | 1.65 | 1.81 |
Clade_GRA | 9.74 | 0.02 | 0.04 | 0.34 | 93.66 | 0.00 | 0.00 |
Clade_GRY | 0.35 | 0.13 | 0.00 | 12.97 | 0.00 | 97.92 | 0.00 |
Clade_GV | 8.89 | 5.46 | 0.17 | 2.88 | 0.13 | 0.03 | 90.94 |
Prediction/Ref | Africa (%) | Asia (%) | Europe (%) | North_America (%) | Oceania (%) | South_America (%) | Unknown (%) |
|---|---|---|---|---|---|---|---|
(b) | |||||||
Africa | 2.52 | 0.63 | 0.49 | 0.13 | 0.22 | 0.07 | 0.40 |
Asia | 3.06 | 12.07 | 4.07 | 4.13 | 5.33 | 0.99 | 37.10 |
Europe | 56.54 | 56.24 | 77.19 | 27.54 | 45.03 | 27.05 | 38.06 |
North America | 36.49 | 28.70 | 16.58 | 65.59 | 43.51 | 29.18 | 21.89 |
Oceania | 0.04 | 0.07 | 0.03 | 0.54 | 5.90 | 0.24 | 0.06 |
South America | 1.35 | 2.29 | 1.63 | 2.07 | 0.00 | 42.43 | 2.50 |
Unknown | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.03 | 0.00 |