public void Example_2_1_a_TestMethod() { double[,] w = new double[1, 3]; w[0, 0] = 0.5; w[0, 1] = 1.5; w[0, 2] = -1; Perceptron p = new Perceptron(w, Activation.Threshold, 0); double[] x = new double[2]; x[0] = 0.7; x[1] = 2.5; double[] result = p.Calc(x); double actual = result[0]; double expected = 0; Assert.AreEqual(expected, actual); }
public void Example_2_1_c_TestMethod() { double[,] w = new double[1, 3]; w[0, 0] = -0.2; w[0, 1] = 0.03; w[0, 2] = 1.2; Perceptron p = new Perceptron(w, Activation.Linear); double[] x = new double[2]; x[0] = 0.7; x[1] = 2.5; double[] result = p.Calc(x); double actual = result[0]; double expected = 2.82; Assert.AreEqual(expected, actual, 0.01); }
public void SaveLoadBinPerceptronTestMethod() { double[,] w = new double[1, 3]; w[0, 0] = 0.5; w[0, 1] = 1.5; w[0, 2] = -1; Perceptron p = new Perceptron(w, Activation.Threshold, 0); p.Save(@"C:\Users\super_be\Source\Repos\Neuron.Net\Neuron.Net\Neuron.Net\Neuron.Net.Core.Tests\Data\Test.nnp"); Perceptron n = Perceptron.Load(@"C:\Users\super_be\Source\Repos\Neuron.Net\Neuron.Net\Neuron.Net\Neuron.Net.Core.Tests\Data\Test.nnp"); double[] x = new double[2]; x[0] = 0.7; x[1] = 2.5; double[] result = n.Calc(x); double actual = result[0]; double expected = 0; Assert.AreEqual(expected, actual); }
public void Example_2_2_1_TestMethod() { double[,] w = new double[2, 3]; w[0, 0] = 1.5; w[0, 1] = -1.0; w[0, 2] = -1.0; w[1, 0] = 0.5; w[1, 1] = -1.0; w[1, 2] = -1.0; Perceptron p = new Perceptron(w, Activation.Threshold, 0); double[,] w1 = new double[1, 3]; w1[0, 0] = -0.5; w1[0, 1] = 1.0; w1[0, 2] = -1.0; Perceptron p1 = new Perceptron(w1, Activation.Threshold, 0); double[] x = new double[2]; x[0] = 1; x[1] = 1; double[] result = p.Calc(x); double actual = result[0]; double expected = 0; Assert.AreEqual(expected, actual); actual = result[1]; expected = 0; Assert.AreEqual(expected, actual); double[] result1 = p1.Calc(result); actual = result1[0]; expected = 0; Assert.AreEqual(expected, actual); x[0] = 1; x[1] = 0; result = p.Calc(x); actual = result[0]; expected = 1; Assert.AreEqual(expected, actual); actual = result[1]; expected = 0; Assert.AreEqual(expected, actual); result1 = p1.Calc(result); actual = result1[0]; expected = 1; Assert.AreEqual(expected, actual); x[0] = 0; x[1] = 1; result = p.Calc(x); actual = result[0]; expected = 1; Assert.AreEqual(expected, actual); actual = result[1]; expected = 0; Assert.AreEqual(expected, actual); result1 = p1.Calc(result); actual = result1[0]; expected = 1; Assert.AreEqual(expected, actual); x[0] = 0; x[1] = 0; result = p.Calc(x); actual = result[0]; expected = 1; Assert.AreEqual(expected, actual); actual = result[1]; expected = 1; Assert.AreEqual(expected, actual); result1 = p1.Calc(result); actual = result1[0]; expected = 0; Assert.AreEqual(expected, actual); }