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

Claim 0:
1. A method of improving quality of predictive model outputs, the method comprising:
receiving information describing a class association function that generates input data from source data, wherein the source data comprises a plurality of entities of one or more entity types, wherein the input data comprises a combination of the source data with class information such that entities in the input data are associated with one or more classes, and wherein the input data is configured to be input to a predictive model as data on which prediction is performed;
deriving, from the information describing the class association function, class association function characteristic data comprising inferences relating to operation of the class association function that are not derivable solely from the input data;
constructing a class-specific transformation function that transforms the input data into improved input data; and
transforming, using a computer processor, the input data into the improved input data using the class-specific transformation function and the class association function characteristic data, wherein the improved input data is configured to be input into the same 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.