Table 5 Different number of hidden layer
From: Accelerating the image processing by the optimization strategy for deep learning algorithm DBN
Characteristic selection | Accuracy rate (%) | Model structure |
|---|---|---|
NDVI + RVI + DVI | 94.91 | 4-1-2 |
NDVI + EVI + DVI | 95.21 | 4-2-2 |
NDVI + RVI + EVI | 96.24 | 4-3-2 |
DVI + RVI + EVI | 97.41 | 4-4-2 |
NDVI + RVI + DVI + EVI | 96.32 | 4-5-2 |