Landslide Susceptibility Mapping Using Single Machine Learning Models: A Case Study from Pithoragarh District, India

Table 2

Performance analysis of the models.

Parameters	Training			Validation
	LDA	LR	RBFN	LDA	LR	RBFN
PPV (%)	85.06	84.29	86.97	83.21	87.59	86.86
NPV (%)	82.76	85.82	85.44	81.75	78.10	78.83
SST (%)	83.15	85.60	85.66	82.01	80.00	80.41
SPF (%)	84.71	84.53	86.77	82.96	86.29	85.71
ACC (%)	83.91	85.06	86.21	82.48	82.85	82.85
Kappa	0.68	0.70	0.72	0.65	0.66	0.66