An Ensemble of Neural Classifiers and Constructivist Algorithms in the Identification of Agricultural Suitability Complexes of Soils on the Basis of Physiographic Information

Table 3

Some properties of the classifiers forming the level 0. Acronyms: MLP: Multilayer Perceptron, RBF: Radial Basis Function, PNN: Probabilistic Neural Network, other acronyms as in Table 2.

Typ	Inputs	Hidden	TPerf	VPerf	TePerf
MLP	6	6	0.6934	0.6872	0.696895
MLP	15	19	0.7429	0.725	0.732536
RBF	8	10	0.5517	0.5373	0.556959
PNN	16	10000	0.9925	0.7293	0.730431
PNN	16	10000	0.9375	0.7257	0.728701