How Does AutoML work and how to see the hyperparameter tuning?

DennisBalogluDennisBaloglu Member Posts: 11 Newbie
Hello,
How does AutoML work, does it always choose the same hyperparameters for each ML algorithm or does it tune based on the data in the model? Also, if I want to report the hyperparameter tuning for a paper, how can I do so after using autoML?
Thank You.

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Answers

  • ceaperezceaperez Member Posts: 521 Unicorn
    Hi  @DennisBaloglu
    After run automodel you can view each model with theri processes, including the parameters optimization part.  You can read it or change it. 

    regards
  • DennisBalogluDennisBaloglu Member Posts: 11 Newbie
    Thank you, can you tell me the process of clicks to get to the hyperparameters? For instance "click 1" --> "click 2" --> etc...
  • DennisBalogluDennisBaloglu Member Posts: 11 Newbie
    I found it. However, in the operator description it only gives me the default values. In AutoML does it always use these default parameters? If not, how can I check what was actually used in the model?
  • ceaperezceaperez Member Posts: 521 Unicorn
    Hi @DennisBaloglu

    When the automodel finish you can see these buttons in each created models
    Clicking here you launch a complete proccess. Then if you dive into the operator you can see the parameters used by each one in this particular model. 

    Regards
  • DennisBalogluDennisBaloglu Member Posts: 11 Newbie
    Got it, thanks!
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