Training gradient boosted decision trees with progressive maximum depth for parsimony and interpretability

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United States of America

PATENT NO 12260460
SERIAL NO

17192502

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Abstract

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An apparatus for generating a generalized linear model structure definition by generating a gradient boosted tree model and separating each decision tree into a plurality of indicator variables upon which a dependent variable of the generalized linear model depends.

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Patent OwnerAddress
LIBERTY MUTUAL INSURANCE COMPANY175 BERKELEY STREET BOSTON MA 02116

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  • 2021 Application Filing Year
  • G06N Class
  • 16935 Applications Filed
  • 6768 Patents Issued To-Date
  • 39.97 % Issued To-Date
Click to zoom InYear of Issuance% of Matters IssuedCumulative IssuancesYearly Issuances202120222023202420250255075100

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Ironside, Brian Renton, US 2 12

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Citation count rangeNumber of patents cited in rangeNumber of patents cited in various citation count ranges3460020406080100120140160180200220240260280300320340360380

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