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XGboost” (Extreme Gradient Boosting), one of the most powerful packages of machine learning
Given that the decontamination process is a simple binary classification problem, it would seem that this algorithm should be applicable. Nonetheless, we only have training data for a single class (field stars), and I'm not sure if this is a limiting factor.
Given that the decontamination process is a simple binary classification problem, it would seem that this algorithm should be applicable. Nonetheless, we only have training data for a single class (field stars), and I'm not sure if this is a limiting factor.
A Beginner’s guide to XGBoost
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