.. _over_sampling_ref: Over-sampling methods ===================== .. automodule:: imblearn.over_sampling :no-members: :no-inherited-members: .. currentmodule:: imblearn.over_sampling Basic over-sampling ------------------- .. autosummary:: :toctree: generated/ :template: class.rst RandomOverSampler SMOTE algorithms ---------------- .. autosummary:: :toctree: generated/ :template: class.rst SMOTE SMOTENC SMOTEN ADASYN BorderlineSMOTE KMeansSMOTE SVMSMOTE