Deep learning models for forecasting dengue fever based on climate data in Vietnam
Fig 3
Prediction performances of CNN, LSTM, and LSTM-ATT during the last 36 months in six Vietnamese provinces.
Predicted incidence rates per 100,000 population from 2014 to 2016 are shown compared to the observed incidence rates. The closer the predictions are to the observed values, the better the prediction accuracies. CNN = convolutional neural network. LSTM = long short-term memory. LSTM-ATT = attention mechanism-enhanced LSTM.