Table 5 Results of HcmcNet ablation experiments.
From: A hypergraph cell membrane computing network model for soybean disease identification
Models | Factor | Classification accuracy (%) | |||
|---|---|---|---|---|---|
PCFE | OFE | UTFE | DAM | ||
– | ✓ | 92.00 | |||
– | ✓ | 89.00 | |||
– | ✓ | 89.00 | |||
– | ✓ | ✓ | 90.00 | ||
✓ | ✓ | ✓ | 92.00 | ||
– | ✓ | ✓ | 94.00 | ||
✓ | ✓ | ✓ | 95.00 | ||
– | ✓ | ✓ | 92.00 | ||
✓ | ✓ | ✓ | 93.00 | ||
– | ✓ | ✓ | ✓ | 96.00 | |
HcmcNet | ✓ | ✓ | ✓ | ✓ | 98.00 |
