The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jul. 23, 2024
Filed:
Feb. 11, 2022
S&p Global Inc., New York, NY (US);
Thomas Allen Wentworth, New York, NY (US);
S&P Global Inc., New York, NY (US);
Abstract
A method, system, and product for multi-class text classification. The method includes receiving an uncoded shipping container description comprising an uncoded text; and assigning a predicted HS code segment to the uncoded container description. Assigning includes cleaning the uncoded text of the uncoded container description by removing 1-2 letter words, numbers and symbols from the text; tokenizing the cleaned uncoded text to define a plurality of unencoded tokens by parsing the cleaned uncoded text into single words and bigrams; summing the scores for each of a plurality of HS code segments associated with each of the plurality of unencoded tokens across all of the plurality of unencoded tokens; and determining the predicted HS code segment based on the highest summation. The method can include receiving an uncoded shipping container description comprising an uncoded text; and assigning a predicted HS code segment to the uncoded container description.