Table 3.
TOUCAN best performances for the completely balanced (50% positive, 50% negative) CV models on A. niger test sets generated with a 10 000-amino acid sliding window
Training | Sliding | Post- | |||||
---|---|---|---|---|---|---|---|
set | window | Overlap | Classifier | process | P | R | F-m |
50%–50% | 10 000 | 50% | svc | merge3 | 0.941 | 0.941 | 0.941 |
50%–50% | 10 000 | 30% | randomf | merge3 | 1 | 0.965 | 0.982 |