def get_data():
def f(x):
result = numpy.zeros(3)
if x == 'Iris-setosa':
result[0] = 1
elif x == 'Iris-versicolor':
result[1] = 1
elif x == 'Iris-virginica':
result[2] = 1
else:
raise ValueError
return result
data = File(u'../../../data')
data.extract()
data.shuffle()
data.convertClass(function=f, length=3)
return data.allInputs, data.allCorrect
