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Cognitive Load Classification on Integrated Driving Simulator, fNIRS, and Eye-tracking dataset
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99.82
Accuracy
CNN-LSTM
52.448
64.7465
77.045
89.3435
Jul 24, 2024
Accuracy
F1-score
Precision
Recall
AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
F1-score
Precision
Recall
AUC
CNN-LSTM
Data Modalities=Drivin...
2024.07
99.82
99.67
99.67
99.67
99.82
Decision trees
Data Modalities=Drivin...
2024.07
98.04
98.04
98.04
98.04
99.19
k-NN
Data Modalities=Drivin...
2024.07
84.53
84.58
84.76
84.53
91.37
Nearest centroid
Data Modalities=Drivin...
2024.07
56.57
55.34
57.43
56.57
72.05
Naïve Bayes
Data Modalities=Drivin...
2024.07
54.27
52.59
55.39
54.27
70.29
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