Splitting the data twice?

[seanippolito]

Why do you split that data twice? You do it first manually in loaddata() then you do it again when you fit the model using validation_split = 0.1 , you could use validation_data= (x_test, y_test) instead. This appears to skew the results and you lose the important data which is the most recent points.