Time Series Forecasting, Classification, Deep Learning, Recurrent Neural Network, Missing Data.
we can see the failure of GRU-Simple when the correlation is low. Also, GRU-D turns out with better AUC scores and more stable performance in all the settings. Table 1. Model performance measured by AUC score (mean±std) for mortality prediction [source] Table 1 provides the calculated performance