Patent ID: 11934923
Assignee: SWOOP INC.
Field: Medical technology (Instruments)
Classification: CPC G | IPC G

Claim 23:
24. A system for improving quality of predictive model outputs, the system comprising:
a processor and a memory storing computer-executable instructions that, when executed by the processor, program the processor to perform the operation of transforming input data into improved input data using a class-specific transformation function and class association function characteristic data, wherein the improved input data is configured to be input into a predictive model as data on which prediction is performed, and wherein the improved input data is not based on output of the predictive model generated using the input data as input to the predictive model;
wherein the input data comprises a combination of source data with class information such that entities in the input data are associated with one or more classes, wherein the input data is configured to be input to the same predictive model as data on which prediction is performed, wherein the source data comprises a plurality of entities of one or more entity types;
wherein the class-specific transformation function is constructed to transform the input data into the improved input data; and
wherein the class association function characteristic data is derived from information describing a class association function, wherein the class association function generates the input data from the source data, and wherein the class association function characteristic data comprises inferences relating to operation of the class association function that are not derivable solely from the input data.