We initialize the parameters to all zero values and run the linear perceptron algorithm through these points in a particular order until convergence. The number of mistakes made on each point are shown in the table below. (These points correspond to the data point in the plot above)
Label -1 -1 -1 -1 -1 +1 +1 +1 +1 +1
Coordinates (0,0) (2,0) (3,0) (0,2) (2,2) (5,1) (5,2) (2,4) (4,4) (5,5)
Perceptron mistakes 1 9 10 5 9 11 0 3 1 1
Note: You should be able to arrive at the answer without programming.
What is the resulting offset parameter θ0?
Enter the numerical value for θ0:
θ0= unanswered
What is the resulting parameter θ?
(Enter θ as a vector, e.g. type [0,1] if θ=[01]T.)
θ=