Table 5.

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

Features	Accuracy (%)	Recall (%)	Precision (%)	F1-score (%)
HbO map at 5 s	76.86	70.00	58.43	62.83
HbO map at 10 s	90.57	88.89	84.33	86.00
HbO map at 15 s	83.43	78.89	70.76	73.83
HbO map at 20 s	75.43	68.89	56.76	61.33
HbO map at 25 s	84.86	80.00	72.43	75.33
HbO map at 30 s	92.00	90.00	86.00	87.50
HbO map at 35 s	78.57	70.00	59.28	63.48
HbO map at 40 s	84.86	80.00	72.43	75.33
HbO map at 45 s	84.00	80.00	72.00	75.00
HbO map at 50 s	85.71	80.00	72.86	75.65
HbO map at 55 s	92.86	90.00	86.43	87.83
HbO map at 60 s	98.57	98.89	98.33	98.50
HbO map at 65 s	77.71	70.00	58.86	63.15
Average	85.03	80.43	72.99	75.83