WebGeneralized Linear Models (Formula) This notebook illustrates how you can use R-style formulas to fit Generalized Linear Models. To begin, we load the Star98 dataset and we construct a formula and pre-process the data: [1]: import statsmodels.api as sm import statsmodels.formula.api as smf star98 = sm.datasets.star98.load_pandas().data formula ... WebAug 29, 2024 · SMOTE: a powerful solution for imbalanced data. Photo by Elena Mozhvilo on Unsplash.. In this article, you’ll learn everything that you need to know about SMOTE.SMOTE is a machine learning technique that solves problems that occur when using an imbalanced data set.Imbalanced data sets often occur in practice, and it is …
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