synthetic_benchmark

Synthetic Benchmark

The synthetic benchmark includes 1-D & 2-D imbalanced linear regression. We implement multi-dimensional Balanced MSE and provide visualization code.

1-D Imbalanced Linear Regression

python main_1d.py

Change the distribution type and parameters in the CONSTANT section.

2-D Imbalanced Linear Regression

python main_2d.py

Change the distribution type and parameters in the CONSTANT section.