This inventor holds 2 USPTO granted patents and 2 published patent applications. Top assignee: International Business Machines Corporation. Active years: 2015.
Company Filing History:
Years Active: 2015
Title: Michael McRoberts: Innovator in Predictive Modeling
Introduction
Michael McRoberts is a notable inventor based in Rochester, MN (US). He has made significant contributions to the field of predictive modeling, holding 2 patents that showcase his innovative techniques. His work primarily focuses on generating ensemble models from multiple data sources, which has important applications in various industries.
Latest Patents
One of Michael McRoberts' latest patents involves generating a predictive model from multiple data sources. The techniques disclosed in this patent detail how to create an ensemble model using a global validation sample, a global holdout sample, and base models derived from various data sources. An accuracy value is determined for each base model based on the global validation dataset. The ensemble model is then generated from a subset of the base models, selected according to their determined accuracy values. This innovative approach enhances the reliability and effectiveness of predictive modeling.
Career Highlights
Michael McRoberts is currently employed at International Business Machines Corporation (IBM), where he continues to develop and refine his innovative ideas. His work at IBM allows him to collaborate with other talented professionals in the field, further advancing the technology of predictive modeling.
Collaborations
Some of Michael's coworkers include Marius I Danciu and Fan Li. Their collaboration fosters a creative environment that encourages the development of cutting-edge technologies.
Conclusion
Michael McRoberts is a distinguished inventor whose work in predictive modeling has the potential to transform various industries. His innovative techniques and collaboration with talented colleagues at IBM highlight his commitment to advancing technology.