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