Imbalanced Datasets

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    Smote Synthetic Oversampling

    • SMOTE Oversampling From Scratch in NumPy

      Mid

    • Borderline-SMOTE From Scratch

      Senior

    • ADASYN Oversampling From Scratch

      Senior

    • SMOTE-NC Distance and Sample Generation

      Senior

    Random Resampling

    • Multi-Class Random Oversampler

      Junior

    • Downsample and Upweight the Majority Class

      Junior

    Resampling Reweighting Ensembles

    • Tomek Link Detection and Removal

      Mid

    • Class-Balanced Weights via Effective Number

      Mid

    • NearMiss-1 Undersampling From Scratch

      Mid

    • Temperature-Controlled Class-Aware Sampling

      Mid

    • RUSBoost With Per-Round Majority Undersampling

      Senior

    • Balanced Bagging Classifier From Scratch

      Senior