Dell products l.p. (20250131461). PRODUCT DESIGN PREDICTION USING MACHINE LEARNING
PRODUCT DESIGN PREDICTION USING MACHINE LEARNING
Organization Name
Inventor(s)
Arvind Jagannathan of Round Rock TX US
Bijan Kumar Mohanty of Austin TX US
PRODUCT DESIGN PREDICTION USING MACHINE LEARNING
This abstract first appeared for US patent application 20250131461 titled 'PRODUCT DESIGN PREDICTION USING MACHINE LEARNING
Original Abstract Submitted
a method comprises receiving a request to predict a plurality of scores for a plurality of satisfaction metrics for a product, wherein the request identifies a plurality of factors associated with the product. the request is input to a multiple output classification machine learning model. using the multiple output classification machine learning model, the plurality of scores are predicted in response to the request. the multiple output classification machine learning model is trained with at least one dataset comprising historical product satisfaction data corresponding to respective ones of a plurality of products.