Description:
Implement a module to create a benchmarking dataset. This dataset will serve as a standard for comparing and validating the performance of various features and functions within the project. The benchmarking dataset should include a diverse set of samples with known contamination levels and characteristics.
Tasks:
Design the structure and content of the benchmarking dataset.
Implement a script to generate the benchmarking dataset.
Ensure the dataset includes varied and representative examples for robust testing.
Document the usage and integration of the benchmarking dataset within the project's testing framework.
Description: Implement a module to create a benchmarking dataset. This dataset will serve as a standard for comparing and validating the performance of various features and functions within the project. The benchmarking dataset should include a diverse set of samples with known contamination levels and characteristics.
Tasks: