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DRMPN
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[Bug]: Target column of type bool is not correctly preprocessed
[Bug]: Invalid fitness after objective evaluation. Skipping the graph: (/n_scaling;)/n_rf_{'n_jobs':32}
Mar 27, 2024
DRMPN
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Apr 1, 2024
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Expected Behavior
The method calculates the Roc Auc score for a target column of type bool in a tabular data classification problem.
Current Behavior
For some reason
get_metrics()
method fails after successfully fitting the data.There seems to be a problem with the tabular data preprocessing in the target, surprisingly it's an empty array.
This is likely just the tip of the iceberg, as the `num_classes' method is already parameterized with an empty array:
Possible Solution
Steps to Reproduce
Context [OPTIONAL]
The target column is loaded as a bool type.
Documentation References:
https://fedot.readthedocs.io/en/latest/introduction/fedot_features/main_features.html
https://fedot.readthedocs.io/en/latest/advanced/data_preprocessing.html
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