Reliability prediction of oil wells by support vector machine with particle swarm optimization for variable selection and hyperparameter tuning

I.D. Lins (1) , M.C. Moura (1) , Enrique López Droguett (1) , Enrico Zio (2) , C.M. Jacinto

1 Departmento de Engenharia de Produção, Centro de Estudos e Ensaios em Risco e Modelagem Ambiental
2 SSEC - Chaire Sciences des Systèmes et Défis Energétiques EDF/ECP/Supélec

I.D. Lins, M.C. Moura, Enrique López Droguett, Enrico Zio, C.M. Jacinto. Reliability prediction of oil wells by support vector machine with particle swarm optimization for variable selection and hyperparameter tuning. ESREL 2011, Sep 2011, Troyes, France. pp.1-10. ⟨hal-00661205⟩