Research Article
Accurate Identification of Agricultural Inputs Based on Sensor Monitoring Platform and SSDA-HELM-SOFTMAX Model
Table 3
The comparison of prediction accuracy.
| | Model | Input layer (neuron) | Hidden layer (neuron) | Output layer (neuron) | Accuracy |
| | BP | 8 | 300-100-50 | 8 | 93% | | DBN-SOFTMAX | 8 | 300-100-50 | 8 | 95.3% | | SAE-SOFTMAX | 8 | 300-100-50 | 8 | 95.5% | | SSDA-HELM-SOFTMAX | 8 | 300-100-50 | 8 | 97.08% |
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