Fog Big Data Analysis for IoT Sensor Application Using Fusion Deep Learning

Table 3

Comparative analysis between fusion deep learning algorithms (parking, transportation, pollution, security, and sensor IoT dataset accuracy in %).

Category-IoT	Dataset source	Fusion deep learning algorithm (parking, transportation, pollution, security, and sensor IoT dataset accuracy in %)
		SVM	SVMG-RBF	BPNN	S3VM	FDL
Parking datasets	[39]	74.25	88.25	91.80	91.80	92.33
Smart car datasets	[40]	74.34	74.83	79.83	85.00	92.83
Smart car datasets	[41]	72.58	74.58	87.23	86.97	88.58
IoT network datasets	[43]	71.00	82.00	83.91	85.12	89.00
IoT network datasets	[44]	72.33	75.44	80.35	87.01	90.32