"KERAS model and Sliding Window Validation"

chinrenjiechinrenjie MemberPosts:8Contributor I
edited June 2019 inHelp

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.

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Answers

  • rfuentealbarfuentealba Moderator, RapidMiner Certified Analyst, Member, University ProfessorPosts:568Unicorn

    Hi@chinrenjie

    On your right process (the testing part), just don't connect the国防部港口的Apply Kerasextension to the output of the process. This happens because国防部is a model and what theres(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):

    Screen Shot 2018-06-29 at 05.08.01.png

    Hope this helps.

    BalazsBarany
  • chinrenjiechinrenjie MemberPosts:8Contributor I

    Hello,


    I have tried to not connect the mod port to the output, the similar error happens. May I get advice regarding this issue? Thank you very much.

    Regards,
    Ren Jie

    Capture.PNG

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