def loadFileSOM(file,classNameIndex):
som = SOM(N = constants.getN(),maxK = constants.getSOMMaxK(),tolerance = constants.getSOMTolerance(),Tdistance = constants.getSOMDistanceT(),floatGamma = constants.getSOMGammaK(),alfaInicial = constants.getSOMInitialAlfa(),alfaFinal = constants.getSOMFinalAlfa(),variableGamma = False)
#centers
som.addInitialCenter([4.6,3.0,4.0,0.0],"Iris-setosa")
som.addInitialCenter([6.8,3.4,4.6,0.7],"Iris-versicolor")
fileHelper = FileHelper()
try:
f = fileHelper.openReadOnlyFile(file)
lineas = f.readlines()
xVector = []
for linea in lineas:
xVector = linea.strip("\r\n").split(",")
del xVector[classNameIndex-1]
xVector = [float(x) for x in xVector]
som.addTrainingVector(xVector)
return som
except:
print("Error al leer el fichero")
