US Patent Issued to Microsoft Technology Licensing on Sept. 1 for "Machine learning model based on constrained decision trees using a judgmental sample and feature ranking" (American, Indian Inventors)

ALEXANDRIA, Va., Sept. 1 -- United States Patent no. 12,725,049, issued on Sept. 1, was assigned to Microsoft Technology Licensing LLC (Redmond, Wash.).

"Machine learning model based on constrained decision trees using a judgmental sample and feature ranking" was invented by Shujuan Huang (Redmond, Wash.), Kiran Rama (Bangalore, India) and Ke Li (Redmond, Wash.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Techniques are described herein that are capable of generating a machine learning model based on constrained decision trees using a judgmental sample and feature ranking. A judgmental sample including observations, which include respective subsets of features, is generated. The observations are selected u...