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公开(公告)号：AU2021224058A1
公开(公告)日：2022-08-04
申请号：AU2021224058
申请日：2021-02-15
Applicant: IBM
Inventor： MURALI PAVANKUMAR , ZHU HAORAN , PHAN DZUNG TIEN , NGUYEN LAM MINH
Abstract: Aspects of the invention include an optimal interpretable decision tree using integer linear programming techniques. A non-limiting example computer-implemented method includes receiving, using a processor, a plurality of data inputs from a process and selecting, using the processor, a data subset from the plurality of data inputs by solving linear programming to obtain a solution. The method builds and optimizes, using the processor, an optimal decision tree based on the data subset and alerts, using the processor, a user when a prediction of the optimal decision tree is greater than a threshold value.
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