Meng-ran ZHOU, Hong-ping SONG, Feng HU, Wen-hao LAI, Jin-guo WANG. Application of Spectral Clustering and LIF in Recognition of Mine Water Inrush Source Types[J]. Spectroscopy and Spectral Analysis, 2021, 41(2): 435
- Spectroscopy and Spectral Analysis
- Vol. 41, Issue 2, 435 (2021)
Fig. 1. Schematic diagram of laser induced fluorescence experiments
Fig. 2. Experimental block diagram of MFO optimized SC
Fig. 3. Original fluorescence spectra
Fig. 4. Change diagram of accuracy of MFO-SC model without fixed initial clustering center
Fig. 5. Classification results of SVM model test set
Fig. 6. Comparison chart of average accuracy of four models
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Table 1. Initial clustering centers of MFO-SC model
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Table 2. Performance comparison of K-Means model and MFO-SC model
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Table 3. Classification of experimental water sample data sets
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Table 4. Performance comparison of SVM model and MFO-SVM model
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