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Statement Classification Model#1502

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haohangyan wants to merge 6 commits into
gyorilab:masterfrom
haohangyan:stmt_model
Open

Statement Classification Model#1502
haohangyan wants to merge 6 commits into
gyorilab:masterfrom
haohangyan:stmt_model

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@haohangyan haohangyan commented May 11, 2026

This PR implements a statement classification model that predicts whether a statement type is correct based on subject-object pair group information. The features include:

  • the evidence count for the statement
  • whether either agent belongs to a protein family/complex
  • the proportion of the statement evidence count within the total evidence count of the subject-object pair group
  • the number of sources supporting the statement
  • whether an opposite statement type exists within the subject-object pair group
  • the ratio between the evidence count of the statement type and its opposite statement type within the pair group
  • the total evidence count within the subject-object pair group

This classification class provides the following functionality:

  • predict_pair: predict results from subject and object agent names
  • predict_from_rows: predict results from formatted statement rows
  • predict_from_hashes: predict results from a list of statement hashes

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