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IEEE/ICACT20210141 Slide.15
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The short-term prediction mainly uses the SST data in past 4 days to predict the SST of the next day. The result as the picture above. It can be seen from the figure that 3DCNN-LSTM-AT has the minimum prediction error and the highest R2 score, and the fitting ability of the model is better than other models. Also, adding long period time features and attention mechanism is helpful to improve the prediction accuracy. | |
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