How to Use Dropout with LSTM Networks for Time Series Forecasting - Machine Learning Mastery

We can see that on average this model configuration achieved a test RMSE of about 92 monthly shampoo sales with a standard deviation of 5. A box and whisker plot is also created from the distribution of test RMSE results and saved to a file. The plot provides a clear depiction of the spread of the results, highlighting the middle 50% of values (the box) and the median (green line).