Safe-level SMOTE method for handling the class imbalanced problem in electroencephalography dataset of adult anxious state - Syakiylla Sayed Daud, Syarifah Noor; Sudirman, Rubita; Wee Shing, Tee (Biomedical signal processing and control, 2023)
Keywords: Anxiety; Classifier; Decision tree; Features model; K-Nearest Neighbor; Performance metric; Safe-level Synthetic Minority Oversampling Technique; Support vector machine; TAR; Features model; Classifier; Support vector machine; FNR; SVM; Decision tree; COVID; ɑ; ABR; k-NN; SMOTE; TPR; Anxiety; DWT; PSD; RFECV; DASPS; EEG; ICA; K-Nearest Neighbor; RGB; FIR; DEAP; β; Hz; Performance metric; SampEn; θ; RMS; Safe-level Synthetic Minority Oversampling Technique; db; SAM