Table 8.

Convolutional neural network classification results of neuroimaging with temporal-spatial features for the Stroop task.

Features	Accuracy (%)	Recall (%)	Precision (%)	F1-score (%)
Mean map (5:65 s)	92.86	90.00	86.43	87.83
Mean map (5:25 s)	91.43	88.89	84.76	86.33
Slope map (5:15 s)	98.57	98.89	98.33	98.50
Slope map (20:60 s)	77.71	70.00	58.86	63.15
Slope map (60:70 s)	85.71	80.00	72.86	75.65
Skewness map (5:65 s)	84.86	80.00	72.43	75.33
Kurtosis map (5:65 s)	83.43	78.00	71.43	73.69
Average	87.80	83.68	77.87	80.07