Automatically identifying and generating machine learning prediction models for data input fields
OwnerVirendra Kumar Mehta, Sriram Palapudiinventors
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Abstract
An indication to enable machine learning prediction for a form that includes a plurality of data input fields is received and behavior associated with the form is monitored. One or more of the plurality of data input fields are automatically selected based on an analysis of the monitored behavior. For at least a portion of the selected one or more of the plurality of data input fields, one or more machine learning prediction models are automatically generated. At least a portion of the generated machine learning prediction models are allowed for use in providing one or more prediction results for one or more of the plurality of data input fields.
Claims20
A method, comprising:
- receiving an indication to enable machine learning prediction for a form including a plurality of data input fields;
- monitoring behaviors associated with the form;
- automatically selecting one or more of the plurality of data input fields based on an analysis of the monitored behaviors;
- automatically generating one or more machine learning prediction models for at least a portion of the selected one or more of the plurality of data input fields;
- and
- allowing at least a portion of the generated machine learning prediction models for use in providing one or more prediction results for one or more of the plurality of data input fields.
A system, comprising:
- one or more processors;
- and
- a memory coupled to the one or more processors, wherein the memory is configured to provide the one or more processors with instructions which when executed cause the one or more processors to:
- receive an indication to enable machine learning prediction for a form including a plurality of data input fields;
- monitor behaviors associated with the form;
- automatically select one or more of the plurality of data input fields based on an analysis of the monitored behaviors;
- automatically generate one or more machine learning prediction models for at least a portion of the selected one or more of the plurality of data input fields;
- and
- allow for use at least a portion of the generated machine learning prediction models in providing one or more prediction results for one or more of the plurality of data input fields.
A computer program product, the computer program product being embodied in a non-transitory computer readable storage medium and comprising computer instructions for:
- receiving an indication to enable machine learning prediction for a form including a plurality of data input fields;
- monitoring behaviors associated with the form;
- automatically selecting one or more of the plurality of data input fields based on an analysis of the monitored behaviors;
- automatically generating one or more machine learning prediction models for at least a portion of the selected one or more of the plurality of data input fields;
- and
- allowing at least a portion of the generated machine learning prediction models for use in providing one or more prediction results for one or more of the plurality of data input fields.
Dependencies are inferred from the claim text.