Methods’ Ref. | Data Preprocessing Techniques | Task Type | Used Classifier | Accuracy (%) | Sensitivity (%) | Specificity (%) | Precision (%) |
[17] | High-pass filter (fc = 1 Hz), Notch filter (50 Hz) with Artifact Independent Component Analysis (ICA) | Two | K-Nearest Neighbors (KNN) | 72.4 | 66.12 | 49.54 | 59.39 |
[32] | High-pass filter at 1 Hz with Artifact Subspace Reconstruction (ASR) | Two | Support Vector Regression (SVR) | 73.14 | - | - | - |
Proposed Method | Raw | Two | Neural Network (Narrow) | 86.7 | 88.37 | 85.07 | 84.4 |