Journal of Cloud Computing

Advances, Systems and Applications

Table 2 Experimental results of missing value

From: Traffic prediction for diverse edge IoT data using graph network

	D1				D2				D3				D3				D4
Missing	MSE	MAE	RMSE	R2	MSE	MAE	RMSE	R2	MSE	MAE	RMSE	R2	MSE	MAE	RMSE	R2	MSE	MAE	RMSE	R2
10\(\%\)	27.6	3.67	5.25	0.691	20	3.24	4.47	0.802	552	17.8	23.5	0.9	552	17.8	23.5	0.9	21.5	3.02	4.64	0.527
20\(\%\)	28.4	3.72	5.33	0.681	20.2	3.26	4.49	0.8	984	20.9	31.4	0.821	984	20.9	31.4	0.821	21.4	2.96	4.63	0.53
30\(\%\)	30.1	3.74	5.49	0.662	20.1	3.26	4.49	0.8	757	20.2	27.5	0.862	757	20.2	27.5	0.862	22.1	2.96	4.70	0.514
40\(\%\)	26.1	3.46	5.10	0.708	20.0	3.23	4.47	0.802	1866	30.6	43.2	0.661	1866	30.6	43.2	0.661	21.7	2.95	4.65	0.524
50\(\%\)	26.2	3.50	5.12	0.706	20.9	3.36	4.57	0.793	3218	40.7	56.7	0.416	3218	40.7	56.7	0.416	22.6	3.01	4.76	0.502
60\(\%\)	26.6	3.42	5.15	0.703	20.9	3.36	4.57	0.793	5147	48.3	71.7	0.065	5147	48.3	71.7	0.065	28.6	3.32	5.35	0.371
70\(\%\)	33.2	3.76	5.77	0.628	21.4	3.42	4.63	0.787	6237	51.6	78.7	0.025	6237	51.6	78.7	0.025	33.3	3.46	5.77	0.269

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