Automodel - Performance

Olus
Olus New Altair Community Member
edited November 2024 in Community Q&A
I have 1.281 lines of data on my set. I launched 2 models in Auto-Model feature. 
Both have based their performance on 512 lines, which is +/-40% of the lines, as Training Data. 
Is this normal ratio? And how should I use the remaining 60% of lines to Validate my Data? After deployment? 
Many thanks for your feedback. 

Best Answer

  • lionelderkrikor
    lionelderkrikor New Altair Community Member
    Answer ✓
    Hi @Olus,

    I think you are doing a little misunderstanding : 

    To sum up, Auto-Model is using  : 
     - 60% of your initial dataset to train the model(s) : It's the training set
     - the remaining 40% of your initial dataset to test  the model(s) : It's the test set.

    To be more accuracy, here an extract of the documentation of how is calculated the performance of a model in Auto-Model.
    You can find this documentation by clicking in the "I" (at the top right of the screen) in the final screen of Auto-Model (results screen) : 



    Regards,

    Lionel


Answers

  • lionelderkrikor
    lionelderkrikor New Altair Community Member
    Answer ✓
    Hi @Olus,

    I think you are doing a little misunderstanding : 

    To sum up, Auto-Model is using  : 
     - 60% of your initial dataset to train the model(s) : It's the training set
     - the remaining 40% of your initial dataset to test  the model(s) : It's the test set.

    To be more accuracy, here an extract of the documentation of how is calculated the performance of a model in Auto-Model.
    You can find this documentation by clicking in the "I" (at the top right of the screen) in the final screen of Auto-Model (results screen) : 



    Regards,

    Lionel


  • Olus
    Olus New Altair Community Member
    Hi @lionelderkrikor
    Many thanks for your precious time and help on answering my question. 
    Regards, 
    Olus