Deep Learning-Based Wildfire Image Detection and Classification Systems for Controlling Biomass

Table 6

F-score analysis for RBFN-RAISR technique with existing systems.

No. of data from dataset	CNN	R-CNN	SVM	ANN	DT	BNN	RBFN-RAISR
100	51.89	57.45	60.34	66.34	73.34	80.56	87.34
200	52.98	58.34	61.23	67.12	71.67	82.23	89.23
300	53.98	59.12	63.98	68.34	75.12	80.78	89.21
400	52.76	58.34	63.19	69.21	76.56	83.19	90.43
500	54.98	59.55	62.67	70.45	75.12	84.12	90.23
600	55.12	58.23	64.12	71.23	78.34	85.33	92.78
700	56.77	60.22	65.56	72.89	79.22	86.12	93.33