FateWithShellmiaoComment/Fate/examples/pipeline/data_split

Data Split Pipeline Example Usage Guide.

Example Tasks

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

1. Heterogeneous Data Split Task:

   script: pipeline-hetero-data-split.py

   data type: continuous

   stratification: stratified by given split points

2. Homogeneous Data Spilt Task:

   script: pipeline-homo-data-split.py

   data type: categorical

   stratification: None

3. Homogeneous Data Spilt Task(only validate size specified):

   script: pipeline-homo-data-split-validate.py

   data type: categorical

   stratification: stratified by label

4. Heterogeneous Data Split Task with Multiple Models:

   script: pipeline-hetero-data-split-multi-model.py

   data type: continuous

   stratification: None

Users can run a pipeline job directly:

python ${pipeline_script}