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• 15 United States
• 10 France
• 8 Japan
• 7 China
• 5 Korea
• 2 Other

Patent Owner(s)

Patent Owner	Address
INTERNATIONAL BUSINESS MACHINES CORPORATION	NEW ORCHARD ROAD ARMONK NY 10504

International Classification(s)

• G06N:COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL M....

• 2022 Application Filing Year
• G06N Class
• 11536 Applications Filed
• 3514 Patents Issued To-Date
• 30.47 % Issued To-Date

Inventor(s)

Inventor Name	Address	# of filed Patents	Total Citations
Ettl, Markus	Yorktown Heights, US	53	601
# of filed Patents : 53 Total Citations : 601
Subramanian, Shivaram	Frisco, US	41	203
# of filed Patents : 41 Total Citations : 203
Sun, Wei	Scarsdale, US	828	5397
# of filed Patents : 828 Total Citations : 5397

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• G06N Class

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Full Text

US Patent Application No: 2024/0070,476

OPTIMAL CONSTRAINED MULTIWAY SPLIT CLASSIFICATION TREE

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Abstract

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A computer-implemented machine learning method includes accessing a decision tree associated with a path-based machine learning model. The decision tree is split into a plurality of multiway decision trees in a path-based formulation, each of the plurality of decision trees having an attribute not occurring more than once in each of the plurality of decision trees. A problem associated with the machine learning model is solved using one or more of the plurality of decision trees in which one or more decision rules of the decision tree are mapped using a mixed-integer program (MIPS).

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Description

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