EURASIP Journal on Wireless Communications and Networking

Table 2 Classification metrics for forest fire detection

From: Drone network for early warning of forest fire and dynamic fire quenching plan generation

Algorithm	TP	TN	FP	FN	Accuracy	Precision	Recall	F1
ResNet-TL	5123	3114	527	1236	0.82	0.85	0.9	0.81
VGGNet-TL	5591	2419	1183	807	0.80	0.85	0.82	0.87
MobileNet-TL	6617	1917	744	722	0.85	0.9	0.89	0.9
AlexNet-TL	6073	1987	1219	721	0.81	0.86	0.83	0.89
GoogLeNet-TL	8011	1589	152	248	0.96	0.98	0.98	0.97

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