Comments (2)
AutoViML
commented on June 14, 2024
Hi @reza1615
Thanks for trying out featurewiz and making a pull request 👍
SULOV does not handle categories - this is by design since people didn't like my automatically converting categoricals into numbers by label encoding. If you wanted SULOV to handle categericals, please convert them to numeric using label encoding before calling featurewiz.
Thanks for the feedback.
AutoVimal
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reza1615
commented on June 14, 2024
For decision-tree Algorithms such as xgboost having category dytpe usully bring better performance and speed and spliting. please read
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Related Issues (20)
- Category type, indexes don't match on AutoEncoding HOT 3
- Issue with working with Featureviz HOT 1
- Comment has incorrect code ( verbose=0. imbalanced=False [verbose=0, imbalanced=False]) HOT 1
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- lazytransform.py float to integer error HOT 2
- Dealing with a Numpy array as features HOT 1
- Convert binary columns to categorical HOT 1
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- featurewiz ignores category columns with an example HOT 5
- Universal API required for smooth working HOT 4
- wiz.tarnsform returns the same data as the train for test HOT 1
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- Conflict Error Among Poetry Package Dependencies: lazytransform, tqdm, featurewiz HOT 8
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