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Cognitive Load Classification on Driving Simulator Data
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89.6
Accuracy
CNN-LSTM
-3.222392
20.875729
44.97385
69.071971
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
Input Data=Driving sim...
2024.07
89.6
-
-
-
-
Decision trees
Input Data=Driving sim...
2024.07
0.8726
87.26
87.26
87.26
90.56
k-NN
Input Data=Driving sim...
2024.07
0.5761
57.47
58.12
57.6
66.59
Nearest centroid
Input Data=Driving sim...
2024.07
0.3546
34.83
35.26
35.46
52.86
Naïve Bayes
Input Data=Driving sim...
2024.07
0.3477
25.87
36.98
34.77
50.69
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