Monthly Rainfall Estimation Using Data-Mining Process

Table 4

The performance criteria of the models having 4-input parameters.

Modeller	𝑅^2	RMSE
Decision Table	0.695	57.90
KStar	0.761	45.33
Multilinear Regression	0.806	36.89
M5’Rules	0.766	44.35
Multilayer Perceptron	0.774	42.91
RBF Network	0.573	80.95
Random Subspace	0.757	46.17
Simple Linear Regression	0.745	48.44