Bi Lstm, Lstm, Machine Learning.
batch_size=72, validation_data=(validate_X, validate_y), verbose=0, shuffle=False) After forecasting the plot of predicted vs Actual PM2.5 level are plotted. The RMSE on the test data (last one year) comes around 19.57. We can explore more on this by adding a CNN layer before LSTM and compare the