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Machine learning using Stata/Python

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DataCite Commons2024-03-01 更新2024-07-03 收录
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https://ageconsearch.umn.edu/record/340481
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资源简介:
I present two related commands, r_ml_stata_cv and c_ml_stata_cv, for fitting popular machine learning methods in both a regression and a classification setting. Using the recent Stata/Python integration platform introduced in Stata 16, these commands provide hyperparameters’ optimal tuning via K-fold cross-validation using grid search. More specifically, they use the Python Scikitlearn application programming interface to carry out both cross-validation and outcome/label prediction.
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2024-03-01
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