Comments (1)
New test-time categories are converted to NaN and handled separately per model. In some, for instance, they are mapped to first category (category 0), such as in RandomForest and ExtraTrees. Some methods have their own special NaN category handling, such as LightGBM.
Category conversion source code.
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Related Issues (20)
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- [BUG] ValueError: Not enough time left to train models for the full fit in TabularPredictor.fit HOT 1
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