Table 3 Accuracy of the model constructed with different training sets at genus level
From: Mycofier: a new machine learning-based classifier for fungal ITS sequences
N model | Dataset (N seq/class) | N records | N classes | Accuracy (%) |
|---|---|---|---|---|
NA | ITS1 (1/genus) | 37,632 | 2112 | 72.73 |
0 | ITS1 (5/genus) | 35,363 | 822 | 76.90 |
1 | ITS1 (100/genus) | 18,941 | 75 | 90.58 |
2 | ITS1 (5/sps) | 21,083 | 510 | 87.01 |
NA | CBS | 8336 | 256 | 86.73 |
NA | Refseq | 831 | 55 | 81.47 |