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US 12,602,396 B2Granted
Transforming model data
AssigneeApplied Intuition, Inc.
InventorsVolkmar Uhlig, John Hayes
Life of this patent
Estimating the term…
Abstract
Transforming model data, including: applying a transformation to data generated by a machine learning model; and providing the transformed data to a consumer of the transformed data, wherein the consumer is configured to: reverse the transformation applied to the transformed data; and perform one or more operations based on the data.
Claims20
A computer-implemented method, comprising:
- applying, to an output of a machine learning model, a transformation, the transformation generating transformed data;
- causing, by a consumer of the transformed data, a reversal of the transformation, the reversal of the transformation resulting in the output of the machine learning model;
- and
- causing, by the consumer, performance of an operation on the output of the machine learning model.
1 more element
A computer-implemented method, comprising:
- submitting, to a relational data structure mapping an input key to a corresponding output value, a query based on location data;
- receiving, in response to the query, input data for a machine learning model;
- submitting the input data to the machine learning model;
- and
- receiving, from the machine learning model, an output indicating one or more features associated with the location data.
2 more elements
An apparatus, the apparatus configured to perform steps comprising:
- applying, to an output of a machine learning model, a transformation, the transformation generating transformed data;
- causing, by a consumer of the transformed data, a reversal of the transformation, the reversal of the transformation resulting in the output of the machine learning model;
- and
- causing, by the consumer, performance of an operation on the output of the machine learning model.
1 more element
Dependencies are inferred from the claim text.