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Pipeline class for inserting the data in the database.
read_data()
Read data using the DataReader
Returns:
| Name | Type | Description |
|---|---|---|
data_train |
DataFrame
|
data used for training the ranker and/or the fairness intervention. |
data_test |
DataFrame
|
data used for testing and displaying in the UI. |
train_ranker()
Trains the ranking model based on the configurations defined under train_ranker_config.
It saves the predicted ranking on the test split in the database.
Returns: None