The seven classes were distinctly produced for each study year but with more emphasis on urban area and plantation as it reflect the impact of anthropogenic activities.
In achieving this, accuracy assessment using Kappa Coefficient is also introduced into the research work to evaluate
the performance of three algorithms. Results indicated that maximum likelihood algorithm produced acceptable
LU/LC classification with kappa coefficient of 0.81.