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import numpy as np;

from SimplePreceptron import *;

def testSimplePreceptron():

X = np.mat(np.loadtxt(r"data\iris\iris.txt", delimiter = ","));

X[(X[:, -1] != 0).A.flatten(), -1] = -1;

X[(X[:, -1] == 0).A.flatten(), -1] = 1;

sp = SimplePerceptron(1);

sp.train(X);

sp.predict(X[:, :-1]);