Thomas Allen Wentworth

Title: Thomas Allen Wentworth: Innovator in Multi-Class Text Classification

Introduction

Thomas Allen Wentworth is an accomplished inventor based in New York, NY (US). He has made significant contributions to the field of text classification through his innovative patent. His work focuses on improving the efficiency and accuracy of multi-class text classification systems.

Latest Patents

Wentworth holds a patent for a method, system, and product for multi-class text classification. The patent, titled "Multi-class text classifier," outlines a comprehensive approach to processing uncoded shipping container descriptions. The method involves cleaning the uncoded text by removing short words, numbers, and symbols. It also includes tokenizing the cleaned text into individual words and bigrams. The process sums scores for various HS code segments associated with the unencoded tokens and determines the predicted HS code segment based on the highest summation. This innovative approach enhances the classification of shipping container descriptions, making it more efficient.

Career Highlights

Thomas Allen Wentworth is currently employed at S&P Global, Inc. His role at the company allows him to apply his expertise in text classification and contribute to advancements in data processing technologies. His work has the potential to impact various industries that rely on accurate shipping and classification systems.

Collaborations

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Conclusion

Thomas Allen Wentworth is a notable inventor whose work in multi-class text classification demonstrates his commitment to innovation. His patent reflects a significant advancement in the field, showcasing his ability to solve complex problems through technology.