The features metrics pipeline running with the cron tasks isn't implemented as intended. It uses inferences while it should be using training datasets and should run when a training dataset is inserted and not in cron tasks.
Note: The current implementation could be used for data quality metrics.
Tasks:
[ ] Calculate feature metrics when a training dataset is inserted.
[ ] Rename all model integrity functions, properties etc so the use the same name (model integrity metrics, feature metrics or descriptive statistics)
The features metrics pipeline running with the cron tasks isn't implemented as intended. It uses inferences while it should be using training datasets and should run when a training dataset is inserted and not in cron tasks.
Note: The current implementation could be used for data quality metrics.
Tasks: