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Why does my GRU forecast in a straight line, but when i evaluate the test set it gives good result

Understanding GRU Forecasting Straight Line Predictions and Evaluation Performance When working with Gated Recurrent Units GRU for time series forecasting a com

2 min read 19-10-2024 34
Why does my GRU forecast in a straight line, but when i evaluate the test set it gives good result
Why does my GRU forecast in a straight line, but when i evaluate the test set it gives good result

Both RNN regression models (LSTM and GRU) predict the same value during evaluation but predicts normally during training

RNN Regression Models Stuck Identical Predictions During Evaluation Problem You ve built a Recurrent Neural Network RNN regression model using either LSTM or GR

3 min read 03-10-2024 34
Both RNN regression models (LSTM and GRU) predict the same value during evaluation but predicts normally during training
Both RNN regression models (LSTM and GRU) predict the same value during evaluation but predicts normally during training