Research Article

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

Table 6

Non-PSO versus PSO error matrix for all land cover types.

All land cover types
Non-PSO Kappa = 0.5982
PSO Kappa = 0.7510
Classification result (non-PSO/PSO)
Paddy rice Non-paddy rice Producer accuracy

Ground truth classPaddy rice 21.62/23.485.38/3.520.8007/0.8696
Non-paddy rice10.76/6.2153.24/57.790.8319/0.9030
User accuracy0.6677/0.79080.9082/0.9426Overall accuracy
0.8226, std. = 0.0380/overall accuracy
0.8931, std. = 0.0048