Research Article

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

Table 8

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

Land cover: paddy rice versus levee
Non-PSO Kappa = 0.8502
PSO Kappa = 0.8845
Classification result (non-PSO/PSO)
Paddy rice LeveeProducer accuracy

Ground truth classPaddy rice 26.11/26.110.89/0.890.9670/0.9670
Levee1.27/0.808.73/9.200.8730/0.9200
User accuracy0.9536/0.97030.9075/0.9118Overall accuracy
0.9416, std. = 0.0228/overall accuracy
0.9543, std. = 0.0320