Skip to content

Instantly share code, notes, and snippets.

@liannewriting

liannewriting/over_sampling_shrinkage_imblearn.py

Created October 13, 2021 17:18
Show Gist options
  • Star 0 You must be signed in to star a gist
  • Fork 0 You must be signed in to fork a gist
  • Save liannewriting/cfe5812115f2c7bfd71682c17ce3bc50 to your computer and use it in GitHub Desktop.
Save liannewriting/cfe5812115f2c7bfd71682c17ce3bc50 to your computer and use it in GitHub Desktop.
Download ZIP
python imbalanced data machine learning classification
Raw
over_sampling_shrinkage_imblearn.py
from imblearn.over_sampling import RandomOverSampler
ros = RandomOverSampler(random_state=888, shrinkage=0.1)
X_resampled, y_resampled = ros.fit_resample(df_train[features], df_train['Class'])
y_resampled.value_counts()
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment