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

Table 7

Accuracy analysis for the RBFN-RAISR technique with existing systems.

No. of data from dataset	CNN	R-CNN	SVM	ANN	DT	BNN	RBFN-RAISR
100	61.89	73.98	68.12	82.56	79.34	86.31	91.87
200	62.56	72.12	67.34	83.78	78.98	86.34	93.65
300	63.98	75.34	69.56	84.12	81.56	88.45	94.12
400	64.12	76.34	71.22	84.45	81.24	89.12	94.87
500	65.55	77.12	71.45	84.23	81.89	89.45	95.34
600	66.45	78.45	71.67	85.67	82.45	90.48	96.12
700	67.98	79.89	72.89	86.13	82.87	90.56	97.55