RBF network with moving centers in Java

Package contains implementation of RBF and demo on Selwood data set.

RBF parameters have been selected after testing with the data set.

How to run

Build the project using gradle
Run Launcher class for the demo
You can modify input parameters in resources directory

Input parameters

numHiddenLayerNeurons
numInputNeurons
numOutputNeurons
useBias
biasValue
learningRates
sigmas
maxIterations
dataFile
centresFile
resultsFile
weightsFile

Generated files

centreVectors.txt (Initial centers used)
weights.txt
results.txt