Skip to Main Content
InterSystems Ideas
We love hearing from our users. Tell us what you want to see next and upvote ideas from the community.
* Bugs and troubleshooting should as usual go through InterSystems support.
Status Planned or In Progress
Categories InterSystems IRIS
Created by Davi Massaru Teixeira Muta
Created on May 17, 2024

specify libraries for vectorization or data preprocessing for IntegratedML

During the development of the application, https://openexchange.intersystems.com/package/DNA-similarity-and-classify we missed specifying how Integrated ML would work with the input data, converting it to a specific vectorization of Python sklearn.

We also missed specifying which machine learning algorithm the iris database would use.

Perhaps due to lack of knowledge in the tool, but these limitations made us choose to code a conventional machine learning model programmatically.

  • ADMIN RESPONSE
    Sep 12, 2024

    Thank you for submitting the idea. The status has been changed to "Planned or In Progress".

    This is not a commitment; plans are subject to change. Stay tuned!

  • Admin
    Benjamin De Boe
    Reply
    |
    Sep 12, 2024

    Depending on which AutoML engine you're working with, there are parameters to control which model is being used. I'm not sure about the level of control offered for feature engineering, but an upcoming "pluggable models" capability will offer a lot more opportunity to customize which ML techniques are used for building your model.