Driver Distraction Identification with an Ensemble of Convolutional Neural Networks

Table 5

Confusion matrix of InceptionV3 network on test data with unique drivers.

		Predicted
		C0	C1	C2	C3	C4	C5	C6	C7	C8	C9
Actual	C0	87.57	10.98	0	0.29	0	0	0.29	0.86	0	0
	C1	0	96.71	0	1.88	0	0	0	1.41	0	0
	C2	0	0	97.42	0	0	0	0	0.52	0.52	1.55
	C3	8.33	0	0	91.67	0	0	0	0	0	0
	C4	11.76	0	0	0	87.06	0	0	0	1.18	0
	C5	0	0	0	0	0	100	0	0	0	0
	C6	0.67	0	0	0	0	0	81.82	10.49	6.99	0
	C7	0	0	0	0	0	0	0	100	0	0
	C8	2.74	0	0.68	0	3.42	0	0	7.53	84.93	0.68
	C9	1.38	2.75	0	0	0	0	0	19.27	0	76.6