Example using over-sampling class methods#
Data balancing can be performed by over-sampling such that new samples are generated in the minority class to reach a given balancing ratio.
Sample generator used in SMOTE-like samplers
Sample generator used in SMOTE-like samplers
Effect of the shrinkage factor in random over-sampling
Effect of the shrinkage factor in random over-sampling
Compare over-sampling samplers
Compare over-sampling samplers