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I am currently using the "smote" pipeline in my project to balance my dataset, which includes a strata variable. The tsk$strata
is set to use the feature "wt" for stratification, and the target variable is vs (binary: 0-1).
Here's the code snippet I am using:
pob = po("encode") %>>% po("smote")
pro_tsk = pob$train(train_tsk)[[1]]
However, I encountered the following error:
Cannot rbind data to task 'classification', missing the following mandatory columns: ..stratum_wt
This happened in PipeOp traindata's $train()
It seems the issue is related to the missing strata variable during the pipeline execution. But I can't fix it.
Thank you in advance for your help! 😊
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