Seanny123 / da-rnn

Dual-Stage Attention-Based Recurrent Neural Net for Time Series Prediction
333 stars 118 forks source link

Reg predicting the output #6

Open KarthikaKP opened 5 years ago

KarthikaKP commented 5 years ago

The paper is a NARX problem and as such, the predicted value at a time step should be used for next prediction.But here its not used.When this code is used as such, the predictions are very good.But when I modified the code to use predicted values for the next prediction, its not giving good result.But as per the paper their RMSE is very low even under this setting.But I couldn't find any difference in the implementation w.r,t the paper.

agenga commented 3 years ago

How to modify it?

本文是一个NARX问题,因此应将某个时间步的预测值用于下一个预测,但此处未使用它。当使用此代码时,预测效果很好。但是当我修改代码时将预测值用于下一个预测,效果不佳。但是根据论文,即使在此设置下,它们的均方根误差也很低。但是我发现在实现wr方面没有任何区别。