Intelligent Soft Computing on Forex: Exchange Rates Forecasting with Hybrid Radial Basis Neural Network

Table 3

Percentual improvement of MSE of our hybrid model compared to the standard neural network.

Neurons	Backpropagation	-means + backpropagation	Genetic algorithm
3	40,022573	21,499478	24,751698
4	25,727704	24,540767	22,364582
5	43,770397	23,404426	20,087043
6	43,321970	25,178633	32,157091
7	49,123352	20,517200	39,466626
8	69,499268	21,294707	15,976094
9	73,609061	21,175933	40,001306
10	80,630012	22,327521	18,321433