Interpreting Machine Learning Models with SHAP Values: Application to Crude Protein Prediction in Tamani Grass Pastures.

Saved in:
Bibliographic Details
Title: Interpreting Machine Learning Models with SHAP Values: Application to Crude Protein Prediction in Tamani Grass Pastures.
Authors: Monteiro, Gabriela Oliveira de Aquino1 (AUTHOR) gabriela.aquino@ufms.br, Difante, Gelson dos Santos1,2 (AUTHOR), Montagner, Denise Baptaglin2,3 (AUTHOR), Euclides, Valéria Pacheco Batista2,4 (AUTHOR), Castro, Marina1,3 (AUTHOR), Rodrigues, Jéssica Gomes1,2 (AUTHOR), Pereira, Marislayne de Gusmão1,3 (AUTHOR), Ítavo, Luís Carlos Vinhas1,4 (AUTHOR), Campos, Jecelen Adriane4 (AUTHOR), da Costa, Anderson Bessa4 (AUTHOR), Matsubara, Edson Takashi4 (AUTHOR)
Source: Agronomy. Dec2025, Vol. 15 Issue 12, p2780. 17p.
Database: Academic Search Ultimate
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: asn
DbLabel: Academic Search Ultimate
An: 190523536
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Interpreting Machine Learning Models with SHAP Values: Application to Crude Protein Prediction in Tamani Grass Pastures.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Monteiro%2C+Gabriela+Oliveira+de+Aquino%22">Monteiro, Gabriela Oliveira de Aquino</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> gabriela.aquino@ufms.br</i><br /><searchLink fieldCode="AR" term="%22Difante%2C+Gelson+dos+Santos%22">Difante, Gelson dos Santos</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Montagner%2C+Denise+Baptaglin%22">Montagner, Denise Baptaglin</searchLink><relatesTo>2,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Euclides%2C+Valéria+Pacheco+Batista%22">Euclides, Valéria Pacheco Batista</searchLink><relatesTo>2,4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Castro%2C+Marina%22">Castro, Marina</searchLink><relatesTo>1,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Rodrigues%2C+Jéssica+Gomes%22">Rodrigues, Jéssica Gomes</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Pereira%2C+Marislayne+de+Gusmão%22">Pereira, Marislayne de Gusmão</searchLink><relatesTo>1,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Ítavo%2C+Luís+Carlos+Vinhas%22">Ítavo, Luís Carlos Vinhas</searchLink><relatesTo>1,4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Campos%2C+Jecelen+Adriane%22">Campos, Jecelen Adriane</searchLink><relatesTo>4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22da+Costa%2C+Anderson+Bessa%22">da Costa, Anderson Bessa</searchLink><relatesTo>4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Matsubara%2C+Edson+Takashi%22">Matsubara, Edson Takashi</searchLink><relatesTo>4</relatesTo> (AUTHOR)
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22Agronomy%22">Agronomy</searchLink>. Dec2025, Vol. 15 Issue 12, p2780. 17p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=190523536
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.3390/agronomy15122780
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 17
        StartPage: 2780
    Titles:
      – TitleFull: Interpreting Machine Learning Models with SHAP Values: Application to Crude Protein Prediction in Tamani Grass Pastures.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Monteiro, Gabriela Oliveira de Aquino
      – PersonEntity:
          Name:
            NameFull: Difante, Gelson dos Santos
      – PersonEntity:
          Name:
            NameFull: Montagner, Denise Baptaglin
      – PersonEntity:
          Name:
            NameFull: Euclides, Valéria Pacheco Batista
      – PersonEntity:
          Name:
            NameFull: Castro, Marina
      – PersonEntity:
          Name:
            NameFull: Rodrigues, Jéssica Gomes
      – PersonEntity:
          Name:
            NameFull: Pereira, Marislayne de Gusmão
      – PersonEntity:
          Name:
            NameFull: Ítavo, Luís Carlos Vinhas
      – PersonEntity:
          Name:
            NameFull: Campos, Jecelen Adriane
      – PersonEntity:
          Name:
            NameFull: da Costa, Anderson Bessa
      – PersonEntity:
          Name:
            NameFull: Matsubara, Edson Takashi
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 12
              Text: Dec2025
              Type: published
              Y: 2025
          Identifiers:
            – Type: issn-print
              Value: 20734395
          Numbering:
            – Type: volume
              Value: 15
            – Type: issue
              Value: 12
          Titles:
            – TitleFull: Agronomy
              Type: main
ResultId 1