Table 2.
Datasets | Our Model | Previous Model [13] | |||||
---|---|---|---|---|---|---|---|
Sn | OA | AA | Sn | OA | AA | ||
IC vs. NIC | IC | 80.2 | 87.8 | 87.8 | 85.9 | 86.6 | 86.6 |
NIC | 95.3 | 87.3 | |||||
VGIC vs. LGIC | VGIC | 94.7 | 94.0 | 94.0 | 94.6 | 92.6 | 92.7 |
LGIC | 93.2 | 90.7 | |||||
Types of VGIC | K+ | 97.5 | 92.6 | 87.7 | 92.6 | 87.8 | 83.7 |
Ca2+ | 89.7 | 82.8 | |||||
Na+ | 75.0 | 75.0 | |||||
An− | 88.5 | 84.6 |
Sn: sensitivity; AA: average accuracy; OA: overall accuracy; IC: ion channels; NIC: non-ion channels; VGIC: voltage-gated ion channels; LGIC: ligand-gated ion channels.