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deep learning

User: "[Deleted User]"
New Altair Community Member
Updated by Jocelyn

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    User: "varunm1"
    New Altair Community Member
    What you did is fine. You can go with that. If possible send be your process, I will modify your process so that you can understand what I am saying and run it with the data. I will provide  comments in the process.
    User: "[Deleted User]"
    New Altair Community Member
    OP
    @varunm1
    dear friend sorry this is my thesis and Im not allow to send it.
    please make an example with Titanic data and share it I will download it and change the data
    Thank you very much
    mbs
    User: "[Deleted User]"
    New Altair Community Member
    OP
    @varunm1
    for some of algorithms we dont have any graph so how can I show the graph of that for classification?
    User: "varunm1"
    New Altair Community Member
    Accepted Answer
    Dear friend, here is the famous Titanic dataset used for cross-validation and verification of results. You can change the process as you like.

    Please be more specific about graphs. Which graphs are you talking about? 

    Also, this thread has become so long I guess.
    User: "[Deleted User]"
    New Altair Community Member
    OP
    @varunm1
    you are right. This is so long but I try to change the solution to find the best results in order to  compare them with other papers.
    any way you are right and thank you for every thing <3<3<3
    User: "[Deleted User]"
    New Altair Community Member
    OP
    Updated by [Deleted User]
    Hi
    @varunm1
    the result of your file is around 97.5 with same algorithms bur with usual cross validation the result is 99.5
    please tell me which one is correct and reliable?
    Thank you very much
    User: "varunm1"
    New Altair Community Member
    Accepted Answer
    Hello @mbs

    There are two performances you can look from my process. One is related to cross-validation performance and the other is related to Hold-out data set performance. Can you inform these two performances (both accuracies and kappa's)?
    User: "[Deleted User]"
    New Altair Community Member
    OP
    Updated by [Deleted User]
    @varunm1
    sure. but you mean i separate them?
    User: "varunm1"
    New Altair Community Member
    Accepted Answer
    They are separate. The cross-validation operator I used in the process will give accuracy and kappa values as this is applied to 80% of data. Then you have a test data (I named as hold out data) of 20% which is used to test the model if it is showing consistent performance or not, you will have performances for this 20 % data as well (I named that performance operator as hold-out performance in your process). 
    User: "[Deleted User]"
    New Altair Community Member
    OP
    @varunm1
    it is 94.5.
    which one is correct?
    Dear friend Im really thankful for your help <3<3
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