def main():
# Import data
#x_data, y_data = data.artificial2D()
x_data, y_data = data.artificial3D()
model = ad.Adaline(x_data, y_data)
model.adaline()
def main():
# Database
x_data, y_data = data.artificial3C()
#x_data, y_data = data.irisFlower()
#x_data, y_data = data.vertebralColumn()
model = pc.Perceptron(x_data, y_data, activation='logistic')
model.execute()
def main():
# Artificial Database
x_data, y_data = data.artificialSeno()
#Database
#x_data, y_data = data.abalone()
#x_data, y_data = data.carFuel()
model = elm.ELM(x_data, y_data)
model.execute()
def main():
# Artificial Database
#x_data, y_data = data.artificialSeno()
#Database
#x_data, y_data = data.abalone()
x_data, y_data = data.carFuel()
model = rbf.RBF(x_data, y_data)
model.execute()
def main():
# Artificial Database
x_data, y_data = data.artificialSeno()
#Database
#x_data, y_data = data.abalone()
#x_data, y_data = data.carFuel()
model = mlp.Perceptron(x_data,
y_data,
activation='logistic',
hidden_layer=10)
model.execute()
def main():
x_data, y_data = data.irisFlowerBinary('Iris-setosa')
#x_data, y_data = data.irisFlowerBinary('Iris-versicolor')
#x_data, y_data = data.irisFlowerBinary('Iris-virginica')
#x_data, y_data = data.vertebralColumnBinary()
#x_data, y_data = data.dermatologyBinary()
#x_data, y_data = data.cancerBinary()
# Artificial
#x_data, y_data = data.artificial2C()
#x_data, y_data = data.artificialAND()
#x_data, y_data = data.artificialOR()
model = ps.Perceptron(x_data, y_data)
model.perceptron()
def main():
# Artificial Database
#x_data, y_data = data.artificial3C()
#x_data, y_data = data.artificialAND()
#x_data, y_data = data.artificialOR()
#x_data, y_data = data.artificialXOR()
#x_data, y_data = data.artificialMoons()
#x_data, y_data = data.artificialCircles()
# Database
x_data, y_data = data.irisFlower()
#x_data, y_data = data.vertebralColumn()
#x_data, y_data = data.dermatology()
#x_data, y_data = data.cancer()
model = rbf.RBF(x_data, y_data, g_search=True)
model.execute()
def main():
# Artificial Database
x_data, y_data = data.artificial3C()
#x_data, y_data = data.artificialAND()
#x_data, y_data = data.artificialOR()
#x_data, y_data = data.artificialXOR()
#x_data, y_data = data.artificialMoons()
#x_data, y_data = data.artificialCircles()
# Database
#x_data, y_data = data.irisFlower()
#x_data, y_data = data.vertebralColumn()
#x_data, y_data = data.dermatology()
#x_data, y_data = data.cancer()
model = mlp.Perceptron(x_data, y_data, activation='logistic', g_search=False, hidden_layer=2)
model.execute()