Richard Mansfield

Title: The Innovative Contributions of Richard Mansfield

Introduction

Richard Mansfield is a notable inventor based in Cambridge, MA, who has made significant contributions to the field of predictive modeling. With a total of six patents to his name, Mansfield has developed innovative solutions that enhance the accuracy and efficiency of predictive models.

Latest Patents

Mansfield's latest patents include advancements in predictive model validation and dimension reduction in predictive model development. The predictive model validation patent describes a process where models are generated using various tools and features of a model generation platform. Users can create predictive models based on historical data, following a structured sequence of activities that include dimension reduction, model generation, model process validation, and model re-generation. This process allows for cross-validation between subsets of historical data, ensuring that the model development process can be reapplied effectively.

The dimension reduction patent focuses on the generation of models using historical multi-dimensional data. It emphasizes the importance of pruning variables with sparse or missing data and adjusting the population of variables to represent main effects and interactions exhibited by the data. This approach enhances the predictive capabilities of the models developed.

Career Highlights

Throughout his career, Richard Mansfield has worked with several companies, including Fortelligent, Inc. and Knowledgebase Marketing, Inc. His work in these organizations has contributed to the advancement of predictive modeling techniques and their applications in various industries.

Collaborations

Mansfield has collaborated with notable professionals