SMOTE-MRS: A Novel SMOTE-Multiresolution Sampling Technique for Imbalanced Distribution to Improve Prediction of Anemia - Chaerul Ekty Saputra, Dimas; Sunat, Khamron; Ratnaningsih, Tri (IEEE access, 2024)
Keywords: Accuracy; Adaptation models; Algorithms; Anemia; Cluster analysis; Clustering; Clustering algorithms; Computational modeling; Data models; Datasets; Deep learning; Diagnosis; imbalanced dataset; K-means clustering; Machine learning; Machine learning algorithms; Medical diagnostic imaging; Oversampling; Performance evaluation; Prediction algorithms; Prediction models; Predictions; Public healthcare; Real time; Sampling methods; SMOTE; SMOTE-MRS; Support vector machines; Vector quantization