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Integrate unit tests about datacleaner HOT 4 CLOSED

rhiever avatar rhiever commented on July 17, 2024
Integrate unit tests

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myselfHimanshu avatar myselfHimanshu commented on July 17, 2024

I simulated a data with NaNs, all columns numerical.
I have 'Age' as a feature in dataset which is continuous variable, so we should use the median for continuous variables.
But running the script with autoclean() , the missing values are filled with the mode of the column.

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rhiever avatar rhiever commented on July 17, 2024

Can you please share the data or the code that generated that data?

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myselfHimanshu avatar myselfHimanshu commented on July 17, 2024

I have attached the code(Datacleaner.py) and dataset(test.csv).
dataclean.zip

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rhiever avatar rhiever commented on July 17, 2024

@myselfHimanshu, please give the latest version (datacleaner-0.1.4) a try and see if that has corrected your issue. While building the unit tests, I found a bug in the software and have since corrected it in the latest release. You can get the latest version of datacleaner with the following command:

pip install --upgrade datacleaner

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