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3 votes

Is multicollinarity a problem when interpreting SHAP values from an XGBoost model?

Shapley values are designed to deal with this problem. You might want to have a look at the literature. They are based on the idea of a collaborative game, and the goal is to compute each player's ...
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1 vote

Distribution of predicted probability is heavily skewed

Let's think about this problem with an example. Suppose that you're trying to predict fraudulent credit card transactions. Since genuine transactions are more frequent than fraudulent transactions (...
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1 vote

Random search grid not displaying scoring metric

According to the RandomizedSearchCV and GridSearchCV documentation, I think you should set the return_train_score parameter to True, so that the ...
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  • 31
1 vote

XGBoost for multi-label image classification

I hope removing generator from the fit will work. ...
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  • 11

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