Is there a way to see features used for training a ML model saved in yxdb format?
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Imagine that you have a ML model saved in yxdb format, developed by another person. Is there any way to see the feature names in the model, and preferably model configs?
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Probably not. They certainly could output the features list to the same or another yxdb, but there's no information about what features, or configuration, was originally used. If possible, the best option would be to have them share the original workflow/code with you. Unless they did some sort of variance deflation or automatic field filtering, they probably selected the included features.
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Hello!
There is some information that you can retrieve from the YXDB. this works because this file type is compressed but not entirely binary data. If you open the model with the notepad application or similar text reader application you will see some of the metadata included in the model object
For example see the image above, these are indeed all the fields I used for testing this for you.
I hope this helps :)
Regards
