Ying Chen, Can Zhang, Chunyan Xiao, Xueliang Zhao, Yanxin Shi, Hui Yang, Zhengying Liu, Shaohua Li. Study on Prediction Model of Soil Cadmium Content Moisture Content Correction Based on GWO-SVR[J]. Acta Optica Sinica, 2020, 40(10): 1030002
- Acta Optica Sinica
- Vol. 40, Issue 10, 1030002 (2020)
Fig. 1. XRF under different experimental conditions. (a) Under different cadmium contents; (b) under different moisture contents
Fig. 2. Comparison of characteristic peaks before and after Gaussian function fitting
Fig. 3. Flow chart of GWO-SVR algorithm
Fig. 4. Optimization process of sample box model and data comparison. (a) Iterative optimization process; (b) comparison between prediction data and test data
Fig. 5. Optimization process of tablet model and data comparison. (a) Iterative optimization process; (b) comparison between prediction data and test data
Fig. 6. Comparison between prediction data and real data. (a) Data of sample box model; (b) data of tablet model
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Table 1. Data comparison of sample box model
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Table 2. Data comparison of tablet model
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Table 3. Data comparison of sample box SVR optimized model
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Table 4. Data comparison of tablet SVR optimized model
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