-
Notifications
You must be signed in to change notification settings - Fork 30
New issue
Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.
By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.
Already on GitHub? Sign in to your account
Error with string features (pandas) #131
Comments
Thanks for raising the issue! This error stems from the assumption that since If you want feature type inference consider passing the data in numpy format:
By design I think it is good to assume that the user is an expert on the data: they can help the AutoML system with data type annotation. However, expanding the interface to allow for inferring pandas |
Thanks for replying! Indeed by using your suggestion GAMA was able to finish without errors. I think that adding a parameter like |
I am using a classification dataset with a mixture of string and category features in a pandas dataframe, and this breaks down GAMA (see MRE below).
The error I get is
The problem is solved when I convert the string features (in this case, 0 and 22) to category. I would think it would be best if GAMA could do this automatically, since it is an apparently simple conversion.
The text was updated successfully, but these errors were encountered: