A Framework for QoE-Aware 3D Video Streaming Optimisation over Wireless Networks

Table 9

Output of naive Bayes classifier.

Attributes	Class (MOS)
		1	2	3	4	5
SI	Mean	20.21	21.71	22.28	22.67	24
	Std. dev.	0.89	1.97	1.98	1.88	0.6667
TI	Mean	17.53	14.16	12.87	12	9
	Std. dev.	2.01	4.45	4.45	4.24	1.5
	Mean	39.15	38.82	39.55	38.14	36
	Std. dev.	2.99	2.99	2.94	2.87	1
	Mean	33.15	32.82	33.55	32.14	30
	Std. dev.	2.99	2.99	2.94	2.87	1
Resolution	Mean	0.57	0.51	0.46	0.5	1
	Std. dev.	0.49	0.49	0.49	0.5	0.16
Jitter	Mean	7	5.61	2.68	0.25	0
	Std. dev.	0.58	2.00	2.17	0.90	0.5833
Load	Mean	3.42	3.13	2.98	2.64	2
	Std. dev.	0.67	0.82	0.81	0.71	0.16
Channel	Mean	0.52	0.85	1.06	1.28	2
	Std. dev.	0.67	0.77	0.83	0.76	0.16