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forgot to copy drug features here
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drevalpy/experiment.py

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@@ -993,6 +993,7 @@ def train_and_predict(
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)
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if len(prediction_dataset) > 0:
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drug_input = drug_features.copy() if drug_features is not None else None
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prediction_dataset._predictions = model.predict(
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cell_line_ids=prediction_dataset.cell_line_ids,
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drug_ids=prediction_dataset.drug_ids,

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