Table 6. User accuracy (UA) and Producer accuracy (PA) according to wildfire severity classes applied in machine learning models.

Wildfire Severtiy classes Models UA(%) PA(%)
Crown Fire MLC 72.7 69.9
RF 61.7 82.2
SVM(Linear) 55.7 75.5
SVM(RBF) 78.1 69.7
Heat Damage MLC 40.7 54.1
RF 34.7 22.9
SVM(Linear) 37.3 51.6
SVM(RBF) 31.6 53.0
Surface Fire MLC 88.4 80.6
RF 84.5 83.3
SVM(Linear) 87.3 65.8
SVM(RBF) 84.8 70.4