Research Article

A Novel Approach to Developing a Supervised Spatial Decision Support System for Image Classification: A Study of Paddy Rice Investigation

Table 9

Non-PSO versus PSO error matrix for paddy rice versus woods.

Land cover: paddy rice versus woods
Non-PSO Kappa = 0.7716
PSO Kappa = 0.7716
Classification result (non-PSO/PSO)
Paddy rice WoodsProducer accuracy

Ground truth classPaddy rice 25.67/25.670.89/0.890.9507/0.9507
Woods1.71/1.717.29/7.290.8100/0.8100
User accuracy0.9375/0.93750.8457/0.8457Overall accuracy
0.9156, std.=0.0443/overall accuracy
0.9156, std. = 0.0443