SG11202003694QA - Training tree-based machine-learning modeling algorithms for predicting outputs and generating explanatory data - Google Patents

Training tree-based machine-learning modeling algorithms for predicting outputs and generating explanatory data

Info

Publication number
SG11202003694QA
SG11202003694QA SG11202003694QA SG11202003694QA SG11202003694QA SG 11202003694Q A SG11202003694Q A SG 11202003694QA SG 11202003694Q A SG11202003694Q A SG 11202003694QA SG 11202003694Q A SG11202003694Q A SG 11202003694QA SG 11202003694Q A SG11202003694Q A SG 11202003694QA
Authority
SG
Singapore
Prior art keywords
based machine
learning modeling
modeling algorithms
explanatory data
training tree
Prior art date
Application number
SG11202003694QA
Inventor
Lewis Jordan
Matthew Turner
Finto Antony
Original Assignee
Equifax Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Equifax Inc filed Critical Equifax Inc
Publication of SG11202003694QA publication Critical patent/SG11202003694QA/en

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/20—Ensemble learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/01—Dynamic search techniques; Heuristics; Dynamic trees; Branch-and-bound
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models
    • G06N5/045—Explanation of inference; Explainable artificial intelligence [XAI]; Interpretable artificial intelligence
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/01—Probabilistic graphical models, e.g. probabilistic networks
SG11202003694QA 2017-10-30 2017-10-30 Training tree-based machine-learning modeling algorithms for predicting outputs and generating explanatory data SG11202003694QA (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/US2017/059010 WO2019088972A1 (en) 2017-10-30 2017-10-30 Training tree-based machine-learning modeling algorithms for predicting outputs and generating explanatory data

Publications (1)

Publication Number Publication Date
SG11202003694QA true SG11202003694QA (en) 2020-05-28

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SG11202003694QA SG11202003694QA (en) 2017-10-30 2017-10-30 Training tree-based machine-learning modeling algorithms for predicting outputs and generating explanatory data

Country Status (6)

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US (2) US10963817B2 (en)
EP (1) EP3704641A4 (en)
AU (2) AU2017437537B2 (en)
CA (1) CA3080050A1 (en)
SG (1) SG11202003694QA (en)
WO (1) WO2019088972A1 (en)

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Also Published As

Publication number Publication date
WO2019088972A1 (en) 2019-05-09
AU2017437537A1 (en) 2020-05-07
EP3704641A1 (en) 2020-09-09
AU2024200810A1 (en) 2024-02-29
EP3704641A4 (en) 2021-08-25
US20200387832A1 (en) 2020-12-10
US20210174264A1 (en) 2021-06-10
AU2017437537B2 (en) 2023-11-09
US10963817B2 (en) 2021-03-30
CA3080050A1 (en) 2019-05-09

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