Browsing Cursos de Graduação by Author "Nora, Andrielle Couto"
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Modelo de classificação para dados desbalanceados: método SMOTE e variantes
Nora, Andrielle Couto (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 29/01/2024)Often, in classification models, we encounter databases that have highly imbalanced classes, such as: rare disease diagnostic data, manufacturing defects, fraudulent transactions, etc. Training a model on a dataset with ...