Machine learning data collection, validation, and reporting configurations

An apparatus for wireless communication, including:

• a memory;
• and
• at least one processor coupled to the memory and, based at least in part on information stored in the memory, the at least one processor is configured to:
• provide a configuration for machine learning associated with a model identifier (ID), a machine learning function or, a machine learning use case;
• and
• receive a report of data based on the configuration associated with the model ID, the machine learning function, or the machine learning use case.

An apparatus for registering a machine learning model, including:

• a memory;
• and
• at least one processor coupled to the memory and, based at least in part on information stored in the memory, the at least one processor is configured to:
• register the machine learning model for collection and reporting of data based on wireless communication;
• and
• provide at least one of an input feature for the machine learning model, a data processing module for obtaining the input feature for the machine learning model, or a data validation scheme for the machine learning model.