Answer to Question #215561 in Python for hassan satti

Question

By using single layer perceptron algorithm classify the following patterns. Where X₁ and X₂  are inputs Y is the output. Learning rate is 0.5 , output is 1 if weighted sum >=0.5 otherwise 0 and weights w₁ =0.2 and w₂ = 0.3

Answer 1

x1 = int(input('Enter X1: '))
x2 =  int(input('Enter X2: '))
w1 = 0.2
w2 = 0.3
lr = 0.5
 
 #calculate weighted sum
weighted_sum  =(w1 * x1)+ (w2 * x2) + lr


# make prediction
print('Weighted sum is :', weighted_sum)
Y = 1 if weighted_sum  >= 0.5 else 0
print ('Output is:', Y )