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[R code] xgboost to classify female puberty status from the endocrine profile feature variable:

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Machine-Learning

R code: endocrine profiling with outcome variable = female puberty status

In this project I establish optimal hyperparameters for the 'xgboost' machine learning algorithms. The model was subsequently applied to the Bergen Growth Study 2 [vekststudien.no] female dataset: outcome variable = puberty stage & dependent variables = anabolic/developmental hormone profile

Feel free to copy/paste code and adopt to your own use-case:)

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[R code] xgboost to classify female puberty status from the endocrine profile feature variable:

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