Schema-based machine-learning model task deduction
AssigneeInternational Business Machines Corporation
InventorsAlan Braz, Martin Hirzel, Avraham Ever Shinnar, Jason Tsay, Todd Mummert
Life of this patent
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Abstract
A machine-learning model task deduction method, system, and computer program product include extracting data schema of a machine-learning model and analyzing the data schema to determine an intended task of the machine-learning model.
Claims20
A computer-implemented machine-learning model task deduction method for discovering a utility of a data schema for a machine-learning model, the method comprising:
- extracting data schema of a machine-learning model;
- and
- analyzing the data schema to determine an intended task of the machine-learning model.
A computer program product, the computer program product for discovering a utility of a data schema for a machine-learning model comprising a computer-readable storage medium having program instructions embodied therewith, the program instructions executable by a computer to cause the computer to perform:
- extracting data schema of a machine-learning model;
- and
- analyzing the data schema to determine an intended task of the machine-learning model.
A machine-learning model task deduction system for discovering a utility of a data schema for a machine-learning model, the system comprising:
- a processor;
- and
- a memory, the memory storing instructions to cause the processor to perform:
- obtaining the data schema of the machine-learning model;
- and
- analyzing the data schema to determine an intended task of the machine-learning model.
Dependencies are inferred from the claim text.