Table 2 Final results for the classification of mystery samples from mystery set 1 and 3
Sample | Random Forest | SVM | Final Prediction | Real Label | Status of the prediction | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
Prediction | Score | Departures | Adj. Score | Prediction | Score | Departures | Adj. Score | ||||
Mystery Set 1 | |||||||||||
C1.001 | SAC | 1.000 | 0 | 1.000 | SAC | 0.848 | 2 | 0.240 | SAC | SCL | |
C1.002 | SCL | 1.000 | 0 | 1.000 | SCL | 1.000 | 0 | 1.000 | SCL | SCL | CORRECT |
C1.003 | NYC | 1.000 | 0 | 1.000 | NYC | 0.771 | 1 | 0.297 | NYC | OFA | |
C1.004 | PXO | 1.000 | 0 | 1.000 | PXO | 1.000 | 1 | 0.500 | PXO | PXO | CORRECT |
C1.005 | NYC | 1.000 | 0 | 1.000 | OFA | 1.000 | 1 | 0.500 | NYC | OFA | |
C1.006 | PXO | 0.999 | 1 | 0.499 | PXO | 0.821 | 3 | 0.168 | PXO | PXO | CORRECT |
C1.007 | SCL | 0.971 | 1 | 0.471 | SCL | 0.769 | 1 | 0.296 | SCL | SCL | CORRECT |
C1.008 | PXO | 1.000 | 0 | 1.000 | PXO | 0.696 | 3 | 0.121 | PXO | PXO | CORRECT |
C1.009 | NYC | 1.000 | 0 | 1.000 | OFA | 0.619 | 1 | 0.192 | NYC | NYC | CORRECT |
C1.010 | PXO | 1.000 | 0 | 1.000 | PXO | 0.698 | 2 | 0.162 | PXO | PXO | CORRECT |
C1.011 | SCL | 1.000 | 0 | 1.000 | SCL | 0.741 | 4 | 0.110 | SCL | SCL | CORRECT |
C1.012 | OFA | 1.000 | 0 | 1.000 | OFA | 1.000 | 0 | 1.000 | OFA | OFA | CORRECT |
C1.013 | PXO | 1.000 | 0 | 1.000 | PXO | 0.864 | 2 | 0.249 | PXO | PXO | CORRECT |
C1.014 | SAC | 1.000 | 0 | 1.000 | SCL | 0.717 | 2 | 0.171 | SAC | SCL | |
C1.015 | TOK | 1.000 | 0 | 1.000 | HAM | 0.462 | 3 | 0.053 | TOK | NYC | |
C1.016 | OFA | 0.913 | 1 | 0.416 | NYC | 0.826 | 1 | 0.341 | OFA | NYC | |
C1.017 | SCL | 0.610 | 1 | 0.186 | TOK | 0.543 | 3 | 0.074 | SCL | PXO | |
C1.018 | NYC | 1.000 | 0 | 1.000 | NYC | 0.995 | 1 | 0.495 | NYC | NYC | CORRECT |
C1.019 | AKL | 1.000 | 0 | 1.000 | OFA | 1.000 | 0 | 1.000 | Inconclusive | NYC | |
C1.020 | OFA | 1.000 | 0 | 1.000 | OFA | 1.000 | 1 | 0.500 | OFA | OFA | CORRECT |
C1.021 | AKL | 0.834 | 3 | 0.174 | OFA | 0.997 | 3 | 0.248 | OFA | NYC | |
C1.022 | PXO | 1.000 | 0 | 1.000 | PXO | 0.894 | 1 | 0.399 | PXO | PXO | CORRECT |
C1.023 | NYC | 1.000 | 1 | 0.500 | NYC | 0.990 | 2 | 0.327 | NYC | NYC | CORRECT |
C1.024 | NYC | 0.852 | 1 | 0.363 | NYC | 0.898 | 4 | 0.161 | NYC | NYC | CORRECT |
C1.025 | NYC | 1.000 | 0 | 1.000 | NYC | 0.997 | 4 | 0.199 | NYC | NYC | CORRECT |
C1.026 | PXO | 1.000 | 0 | 1.000 | PXO | 1.000 | 0 | 1.000 | PXO | PXO | CORRECT |
C1.027 | PXO | 1.000 | 0 | 1.000 | TOK | 0.621 | 1 | 0.193 | PXO | PXO | CORRECT |
C1.028 | OFA | 1.000 | 0 | 1.000 | OFA | 1.000 | 0 | 1.000 | OFA | OFA | CORRECT |
C1.029 | AKL | 1.000 | 1 | 0.500 | NYC | 0.494 | 3 | 0.061 | AKL | NYC | |
C1.030 | TOK | 0.761 | 1 | 0.290 | TOK | 0.994 | 1 | 0.494 | TOK | PXO | |
Mystery Set 3 | |||||||||||
C5.001 | Boston | 1.000 | 0 | 1.000 | Boston | 1.000 | 0 | 1.000 | Boston | Boston | CORRECT |
C5.002 | Ilorin | 1.000 | 0 | 1.000 | Lisbon | 0.754 | 1 | 0.284 | Ilorin | Ilorin | CORRECT |
C5.003 | Lisbon | 1.000 | 0 | 1.000 | Lisbon | 1.000 | 0 | 1.000 | Lisbon | Lisbon | CORRECT |
C5.004 | Ilorin | 1.000 | 0 | 1.000 | Ilorin | 0.568 | 1 | 0.161 | Ilorin | Ilorin | CORRECT |
C5.005 | Lisbon | 1.000 | 0 | 1.000 | Lisbon | 0.999 | 1 | 0.499 | Lisbon | Lisbon | CORRECT |
C5.006 | Lisbon | 1.000 | 0 | 1.000 | Ilorin | 0.616 | 1 | 0.190 | Lisbon | Ilorin | |
C5.007 | Boston | 1.000 | 0 | 1.000 | Lisbon | 0.749 | 1 | 0.280 | Boston | Bogota | |
C5.008 | Lisbon | 0.999 | 1 | 0.499 | Lisbon | 0.772 | 1 | 0.298 | Lisbon | Bogota | |
C5.009 | Lisbon | 1.000 | 0 | 1.000 | Lisbon | 1.000 | 0 | 1.000 | Lisbon | Lisbon | CORRECT |
C5.010 | Ilorin | 0.384 | 2 | 0.049 | Boston | 0.982 | 1 | 0.482 | Boston | Bogota | |
C5.011 | Lisbon | 1.000 | 0 | 1.000 | Lisbon | 1.000 | 0 | 1.000 | Lisbon | Bogota | |
C5.012 | Lisbon | 1.000 | 0 | 1.000 | Lisbon | 0.988 | 1 | 0.488 | Lisbon | Lisbon | CORRECT |
C5.013 | Boston | 1.000 | 0 | 1.000 | Boston | 0.998 | 1 | 0.498 | Boston | Boston | CORRECT |
C5.014 | Ilorin | 1.000 | 0 | 1.000 | Ilorin | 1.000 | 0 | 1.000 | Ilorin | Ilorin | CORRECT |
C5.015 | Boston | 1.000 | 0 | 1.000 | Lisbon | 0.750 | 1 | 0.282 | Boston | Boston | CORRECT |
C5.016 | Boston | 0.843 | 1 | 0.356 | Lisbon | 0.750 | 1 | 0.282 | Boston | Bogota | |