Peng-cheng YAN, Xiao-fei ZHANG, Song-hang SHANG, Chao-yin ZHANG. Research on Mine Water Inrush Identification Based on LIF and LSTM Neural Network[J]. Spectroscopy and Spectral Analysis, 2022, 42(10): 3091
- Spectroscopy and Spectral Analysis
- Vol. 42, Issue 10, 3091 (2022)
Fig. 1. Original spectra and spectra pretreated by using different methods
Fig. 2. Dimension reduction results of LDA under different pretreatments
Fig. 3. Recognition results of test sets in different models
Fig. 4. The changing trends of accuracy in training process of different models
Fig. 5. The changing trends of loss function in training process of different models
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Table 1. Accuracies of test set in different models
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