Table 6.

Specifications of different sub-models for land use conversion in the period 2000 to 2010.

Sub-Models	Number of variables	Model	Momentum factor	Hidden layer neurons	Iterations	RMS training	RMS Test	Skill Measure	Accuracy (%)
Forest to Pasture	8	MLP	0.5	8	10000	0.4012	0.398	0.73	91.3
Pasture to Agricultural			0.6			0.4417	0.3501	0.69	90.4
Pasture to Residential			0.5			0.2125	0.2184	0.63	84.3
Agricultural to Residentials			0.5			0.2344	0.2881	0.56	72.4