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.

Date of Patent:
Sep. 15, 2026

Filed:

Jun. 17, 2021
Applicant:

Albert-ludwigs-universität Freiburg, Freiburg, DE;

Inventors:

Jan Kollmitz, Freiburg, DE;

Yiannos Manoli, Freiburg, DE;

Alexander Bleitner, Freiburg, DE;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/20 (2019.01);
U.S. Cl.
CPC ...
G06N 20/20 (2019.01);
Abstract

In an embodiment a method for classification of a decision tree ensemble include saving of threshold values representative of decision trees in the decision tree ensemble into one group per feature to be classified, sorting of the threshold values of a group according to a threshold index, conducting a node comparison of the threshold values of a corresponding group of threshold values, outputting a rank as a result of the node comparison, wherein the rank represents a encoded address to representative of the threshold value and determining a class of the features to be classified as a function of ranks.


Find Patent Forward Citations

Kollmitz, Jan. (2026). Hardware accelerator for decision tree ensemble using rank-based threshold evaluation with feature-grouped memory (U.S. Patent No. 12737694). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12737694

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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