Table 6 The performances of the GA-WE model on three species (Human, Mouse and Drosophila)
From: A genetic algorithm-based weighted ensemble method for predicting transposon-derived piRNAs
Dataset | Species | AUC | ACC | SN | SP |
|---|---|---|---|---|---|
Balanced | Human | 0.932 | 0.839 | 0.858 | 0.820 |
Mouse | 0.937 | 0.838 | 0.824 | 0.852 | |
Drosophila | 0.995 | 0.959 | 0.951 | 0.966 | |
Imbalanced | Human | 0.935 | 0.869 | 0.687 | 0.931 |
Mouse | 0.939 | 0.889 | 0.745 | 0.939 | |
Drosophila | 0.996 | 0.958 | 0.897 | 0.983 |