- Patent Title: Computer-implemented methods and nodes implementing performance estimation of algorithms during evaluation of data sets using multiparty computation based random forest
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Application No.: US16954728Application Date: 2018-12-12
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Publication No.: US11693989B2Publication Date: 2023-07-04
- Inventor: Lu Zhang , Meilof Geert Veeningen
- Applicant: KONINKLIJKE PHILIPS N.V.
- Applicant Address: NL Eindhoven
- Assignee: Koninklijke Philips N.V.
- Current Assignee: Koninklijke Philips N.V.
- Current Assignee Address: NL Eindhoven
- International Application: PCT/EP2018/084436 2018.12.12
- International Announcement: WO2019/121182A 2019.06.27
- Date entered country: 2020-06-17
- Main IPC: G06F21/62
- IPC: G06F21/62 ; G06F21/78 ; H04L9/08 ; G06F9/50 ; G06F9/52

Abstract:
According to an aspect, there is provided a computer-implemented method of operating a first node. The first node has an algorithm for evaluating input data from another node, with the input data having a plurality of different attributes. The method comprises receiving, from a second node, a proposal for the evaluation of a first set of input data by the algorithm; estimating the performance of the algorithm in evaluating the first set of input data based on the proposal; and outputting, to the second node, an indication of the estimated performance of the algorithm. A corresponding first node is also provided.
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