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I am using the sklearn wrapper for xgboost. I would like to generate a plot of AUC for both my train and test samples for each iteration as shown in the plot below.

In sklearn you can use warm_start to iterate one at a time so you can easily stop to evaluate performance. Is there a way to do the same thing using the xgboost sklearn wrapper?

convergence plot

Chris
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