Multiclass Legal Judgment Outcome Prediction for Consumer Lawsuits using XGBoost and TPE

Pedro T. Cutrim dos Santos, Fernando Henríquez, Venicius Garcia, Victor Rogério Sousa Ferreira, Antonino C. dos Santos Neto, Johnatan Carvalho Souza, Caio Manfredini, João Vitor Ferreira França, José M. C. Boaro, Geraldo Braz Junior, Aristófanes C. Silva, Anselmo Cardoso de Paiva, Milton S. L. de Oliveira, Erika W. B. A. L. Alves, Renato U. Moreira e Moraes, José S. Sobral Neto. Multiclass Legal Judgment Outcome Prediction for Consumer Lawsuits using XGBoost and TPE. In 2020 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2020, Toronto, ON, Canada, October 11-14, 2020. pages 881-886, IEEE, 2020. [doi]

Abstract

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