"KERAS model and Sliding Window Validation"

chinrenjie

I am using sliding validation window and fix the training window width as 100 and testing window width as 100.
The total datasets that I have is 9000.
I want to develop a prediction model using the convolutional neural network in Keras Model.
I get the error as shown below. Can anyone please give some advice? Your help is highly appreciated.
Thank you.

rfuentealba

Hi @chinrenjie

 

On your right process (the testing part), just don't connect the mod port from the Apply Keras extension to the output of the process. This happens because mod is a model and what the res (or, in this case, ave) port is expecting is a data set or some other kind of object (in this case: averagable), and it cannot process a model.

 

Whenever you have doubts, just put the mouse pointer on top of the semicircle. Something like this will show you what kind of data does it need (and if there are errors to be fixed):

 

Hope this helps.

 

Screen Shot 2018-06-29 at 05.08.01.png