hetero_feature_selection

Hetero Feature Selection Pipeline Example Usage Guide.

Example Tasks

This section introduces the Pipeline scripts for different types of tasks.

1. Feature Selection using IV Filter:

   script: test_feature_selection_binning.py

2. Feature Selection using Manual Selection:

   script: test_feature_selection_manual.py

3. Feature Selection using Statistical Metrics:

   script: test_feature_selection_statistics.py

4. Feature Selection for Multi-host:

   script: test_feature_selection_multi_host.py

5. Feature Selection Followed by Coordinated LR:

   script: test_feature_selection_binning_lr.py

6. Feature Selection using Multiple Filters:

   script: test_feature_selection_multi_model.py

Users can run a pipeline job directly:

python ${pipeline_script}