我正在尝试将随机阈值建模为权重,阈值应该有助于减少误差,权重不是随机的,它们是 1。可以更改阈值以使误差为 0?
import numpy as np
# input dataset
X = np.array([[0, 0],
[0, 1],
[1, 0],
[1, 1]])
# output dataset
y = np.array([[0, 0, 0, 1]]).T
syn0 = np.zeros((2, 1)) + 1
threshold = np.random.random_integers(-5, 5)
# forward propagation
l0 = X
l1 = np.dot(l0, syn0)
# how much did we miss?
l1_error = y - l1
print(l1_error)
这是我到目前为止..!