Comparison with current state-of-the-art methods on Novel (independent test set)
Methods . | OAA . | Accuracy . | Precision . | Recall . | F1 . | Grand Mean . |
---|---|---|---|---|---|---|
MultiP-SChlo | 0.27 | 0.328 | 0.353 | 0.367 | 0.347 | 0.332 |
EnTrans-Chlo | 0.361 | 0.463 | 0.485 | 0.549 | 0.499 | 0.471 |
LNP-Chlo | 0.549 | 0.574 | 0.598 | 0.574 | 0.582 | 0.575 |
Sanjay et al. | 0.628 | 0.82 | 0.802 | 0.82 | 0.81 | 0.775 |
DaDL-SChlo | 0.754 | 0.862 | 0.877 | 0.86 | 0.864 | 0.842 |
Methods . | OAA . | Accuracy . | Precision . | Recall . | F1 . | Grand Mean . |
---|---|---|---|---|---|---|
MultiP-SChlo | 0.27 | 0.328 | 0.353 | 0.367 | 0.347 | 0.332 |
EnTrans-Chlo | 0.361 | 0.463 | 0.485 | 0.549 | 0.499 | 0.471 |
LNP-Chlo | 0.549 | 0.574 | 0.598 | 0.574 | 0.582 | 0.575 |
Sanjay et al. | 0.628 | 0.82 | 0.802 | 0.82 | 0.81 | 0.775 |
DaDL-SChlo | 0.754 | 0.862 | 0.877 | 0.86 | 0.864 | 0.842 |
Comparison with current state-of-the-art methods on Novel (independent test set)
Methods . | OAA . | Accuracy . | Precision . | Recall . | F1 . | Grand Mean . |
---|---|---|---|---|---|---|
MultiP-SChlo | 0.27 | 0.328 | 0.353 | 0.367 | 0.347 | 0.332 |
EnTrans-Chlo | 0.361 | 0.463 | 0.485 | 0.549 | 0.499 | 0.471 |
LNP-Chlo | 0.549 | 0.574 | 0.598 | 0.574 | 0.582 | 0.575 |
Sanjay et al. | 0.628 | 0.82 | 0.802 | 0.82 | 0.81 | 0.775 |
DaDL-SChlo | 0.754 | 0.862 | 0.877 | 0.86 | 0.864 | 0.842 |
Methods . | OAA . | Accuracy . | Precision . | Recall . | F1 . | Grand Mean . |
---|---|---|---|---|---|---|
MultiP-SChlo | 0.27 | 0.328 | 0.353 | 0.367 | 0.347 | 0.332 |
EnTrans-Chlo | 0.361 | 0.463 | 0.485 | 0.549 | 0.499 | 0.471 |
LNP-Chlo | 0.549 | 0.574 | 0.598 | 0.574 | 0.582 | 0.575 |
Sanjay et al. | 0.628 | 0.82 | 0.802 | 0.82 | 0.81 | 0.775 |
DaDL-SChlo | 0.754 | 0.862 | 0.877 | 0.86 | 0.864 | 0.842 |
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