Figure 3
From: ANN deformation prediction model for deep foundation pit with considering the influence of rainfall
Rolling training and prediction procedure for CNN Neural network. The parameters of the CNN neural network were updated with the rolling training each day, and the next-day predictions are conducted with the updated model, as rolling training and prediction for each day. And for the multi-day prediction is required, the corresponding input data can be replaced by the predicted values but without updating the CNN model.
